Case Justification

Case Justification Writer

You help sociologists write case justification sections (also called "Case Background," "Research Setting," or "The [Site Name] Context") for interview-based journal articles. Your guidance is grounded in systematic analysis of 32 articles from Social Problems and Social Forces.

When to Use This Skill

Use this skill when users want to:

• Draft a new case justification section from scratch
• Restructure an existing section that's too long, too short, or poorly matched to the study type
• Determine the appropriate level of contextualization for their case
• Ensure the section matches genre conventions for interview-based research
• Position the case section correctly relative to the theory section

This skill assumes users have selected their research site and can describe its key features. The case justification section contextualizes the empirical setting for readers.

Connection to Other Skills

This skill handles the case background that typically appears between the theory section and methods section.

Core Principles (from Genre Analysis)

Based on systematic analysis of 32 case justification sections:

1. Position Determines Function

• 88% position AFTER theory - the case illustrates or tests theoretical claims
• 12% position BEFORE theory (Policy-Driven only) - the case motivates the theoretical framework
• Position is not a stylistic choice; it signals the relationship between case and theory

2. Phenomenon-Site-Link Openings Dominate (50%)

Half of all case justification sections open by connecting the phenomenon to the site:

"With the formalization of a labor-export policy in the mid-1970s, the Indonesian government entered the labor brokerage industry."

Other openings: Geographic-Introduction (19%), Institutional-Description (16%), Research-Setting (9%), Historical-Periodization (6%)

3. Single Subsection Is the Norm (75%)

Most case justification sections use exactly one subsection heading. Multiple subsections signal Deep Historical (episodes) or Comparative (sites) clusters.

4. Implicit Transitions Dominate (66%)

Two-thirds of sections end without explicit transition language. The structural break to Methods carries readers forward. Explicit transitions are rare except in Comparative sections with integrated methods content.

5. Tables Signal Comparative Treatment

71% of Comparative sections include tables; all other clusters rarely or never use tables. If you have a table, you probably have a Comparative section.

Key Statistics (Benchmarks)

Corpus Overview

Cluster Distribution

Opening Move Distribution

Justification Strategy Distribution

The Five Clusters

Case justification sections cluster into five recognizable styles:

Default: Standard Context. Choose other clusters only when specific triggers apply.

See clusters/ directory for detailed profiles with benchmarks, signature moves, and templates.

Workflow Phases

Phase 0: Assessment

Goal: Gather study information and select the appropriate cluster.

Process:

• Collect case details (site, population, context, justification)
• Apply decision tree to identify cluster
• Confirm cluster selection with user
• Note any special considerations

Guide: phases/phase0-assessment.md

Pause: User confirms cluster selection before drafting.

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Phase 1: Drafting

Goal: Write the complete case justification section following cluster template.

Process:

• Follow cluster-specific structure and word allocation
• Include required components for the cluster
• Use appropriate rhetorical patterns from corpus
• Position correctly (before or after theory)

Guides:

• phases/phase1-drafting.md (main workflow)
• clusters/ (cluster-specific templates)
• techniques/opening-moves.md (how to start)
• techniques/justification-strategies.md (how to justify)
• techniques/transitions.md (how to end)

Output: Complete case justification section draft.

Pause: User reviews draft.

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Phase 2: Revision

Goal: Calibrate against benchmarks and polish.

Process:

• Verify word count against cluster target
• Check required components are present
• Assess transition type
• Polish prose
• Final quality check

Guide: phases/phase2-revision.md

Output: Revised case justification section with quality memo.

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Cluster Decision Tree

To identify which cluster fits your study:

START
  |
  v
[Does your case context need to PRECEDE your theoretical framework?]
(Is the policy/institutional context itself the phenomenon you will theorize about?)
  |
  +-- YES --> POLICY-DRIVEN CLUSTER
  |           Position: BEFORE theory
  |           Target: 650-900 words
  |
  +-- NO (or unsure) --> Continue
        |
        v
[Do you have MULTIPLE RESEARCH SITES that you will compare?]
(Two or more locations, organizations, or cases studied in parallel?)
  |
  +-- YES --> COMPARATIVE CLUSTER
  |           Parallel structure, tables
  |           Target: 1,000-1,500 words
  |
  +-- NO (single site) --> Continue
        |
        v
[Is HISTORICAL DEVELOPMENT central to your case?]
(Must you trace multiple episodes, periods, or phases?)
  |
  +-- YES --> DEEP HISTORICAL CLUSTER
  |           Chronological organization
  |           Target: 1,500-2,500 words
  |
  +-- NO --> Continue
        |
        v
[Is your case WELL-KNOWN and requires MINIMAL introduction?]
(Famous site, mixed-methods design, phenomenon over site, space constraints?)
  |
  +-- YES --> MINIMAL CONTEXT CLUSTER
  |           Brief, efficient
  |           Target: 300-500 words
  |
  +-- NO --> STANDARD CONTEXT CLUSTER (DEFAULT)
             Balanced single-site context
             Target: 700-1,000 words

Cluster Profiles

Reference these guides for cluster-specific writing:

Technique Guides

Component Prevalence by Cluster

Prohibited Moves

Across All Clusters

• Opening with "In this section, I will describe..."
• Using "As mentioned above..." or similar metadiscourse
• Using "My research setting is..." (dive into substance instead)
• Over-signposting structure

Cluster-Specific Prohibitions

Model Recommendations

Starting the Process

When the user is ready to begin:

1. Ask about the case:

"What is your research site? Please describe the location, population, and key contextual features that matter for your study."

2. Ask about study characteristics:

"Is this a single site or multiple sites? Is historical development central to your case? Does the policy/institutional context need to precede your theory section? Are there space constraints?"

3. Identify cluster:

Apply the decision tree and recommend a cluster with rationale.

4. Confirm and proceed to Phase 0 to formalize the assessment.

Key Reminders

• Standard is the default: Most single-site interview studies fit Standard Context. Choose other clusters only when triggers apply.
• Position matters: Policy-Driven is the ONLY cluster positioned BEFORE theory. All others go AFTER.
• Tables signal comparison: If you're including a table, you're probably doing Comparative.
• Implicit transitions are normal: 66% of sections just end; the structural break carries readers forward.
• Word counts matter: Reviewers notice sections that are too thin or bloated. Match your cluster.
• Phenomenon-Site-Link is versatile: This opening works across all clusters (50% prevalence).

Cluster Profile: Comparative

Quick Reference

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When to Use This Cluster

Primary Triggers

Use Comparative when ANY of the following apply:

1. Multiple research sites: You studied two or more distinct locations, organizations, or cases.

2. Matched pair design: Your study leverages similarities between sites to isolate specific differences.

3. Most-different design: Your study selects maximally different cases to test theoretical scope.

4. Variation provides leverage: The differences between your sites enable you to isolate causal mechanisms or test theoretical propositions.

5. Parallel data collection: You gathered comparable data from multiple sites that will be analyzed together.

Secondary Indicators

• You have demographic or institutional data to compare across sites
• A table would effectively communicate site differences
• You need to explain what comparing sites enables analytically
• Your findings will involve cross-site comparisons

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Benchmarks

Component Prevalence

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Required Components

1. Parallel site descriptions: Describe each site with comparable information 2. Comparison table (strongly recommended - 71% include): Demographic, institutional, or characteristic comparisons 3. Variation-leverage justification: Explicitly state what comparing sites enables 4. Site selection rationale: Why these particular sites?

Optional Components

• Historical background (for one or both sites)
• Policy context
• Methods integration (sampling at each site)

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Signature Moves

Opening Patterns

Macro-Context then Sites (common):

"In 2011, the District of Columbia lost its minority-majority status."

Research Setting Statement:

"The first research site was an affluent suburban county in the South that housed two school districts."

Study Framing:

"Situating our research in Atlanta allows us to compare two distinct Latino groups in a new destination with a short history of migration."

Variation-Leverage Justification (ESSENTIAL)

This is the signature move of Comparative sections. You MUST explain what comparing enables:

Explicit Comparative Framing:

"By controlling for stroll type, we believe the comparison will be richer and will minimize the likelihood that other confounding variables... could serve as an alternative explanation for our findings instead of extent of gentrification."

What Variation Enables:

"Unlike King, Chavez does not require these courses for graduation and does not employ college professors to teach them."

"Comparatively, SBR runs through Ward 7, a stroll that is also close to public transportation and a major highway, but one that has experienced almost no development or neighborhood-level change during the same period of time."

Parallel Structure Phrases

Site A Description:

"City Vista, in Ward 5, is located near downtown, close to cultural amenities, public transit, and main highways. Until the early 2000s, the neighborhood was mostly occupied by used car lots and abandoned industrial warehouses..."

Site B Description (parallel):

"Similarly, the census tracts that comprise the SBR neighborhood are changing much more slowly than the rest of the city, presenting a sharp contrast to City Vista's rapid transformation."

Table Introduction

"See Table 1."

"This move generates a dramatic change in families' residential contexts. Before moving with the program, families in this sample lived primarily in high-poverty and hyper-segregated Baltimore City neighborhoods that were, on average, 30 percent poor and 78 percent Black. After moving with the BHMP, families' neighborhoods were 9 percent poor and 23 percent Black (table 1)."

Demographic Comparison Language

"Compared to the other schools in this county, the schools in the small city were more racially and socioeconomically diverse, with roughly 15 percent African American students, 25 percent Hispanic students, and 40 percent of these students receiving free or reduced-price lunch."

Transition Patterns

Integrated (43% - signature for Comparative): Fold methods content into site descriptions:

"Interviews lasted 45 minutes on average. All interviews occurred in the SROs' assigned schools throughout the regular school day."

Implicit (43%): Section ends; methods follows.

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Prohibited Moves

Comparative sections should AVOID:

1. Treating sites as undifferentiated - Each site needs distinct description 2. Asymmetric treatment - Sites should receive comparable coverage 3. Missing the leverage statement - You MUST explain what comparison enables 4. Positioning before theory - That signals Policy-Driven 5. Omitting tables when data exists - Tables are the signature visual element

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Template Structure

Two-Site Comparative Template

## Site Selection / Overview

Paragraph 1: Macro-context for the comparison
- What connects the sites
- Why this comparison makes sense

Paragraph 2: Site selection rationale
- How sites were chosen
- What variation enables

## [Site A Name]

Paragraph 3: Geographic/institutional context for Site A
- Location
- Key characteristics

Paragraph 4: Demographics and/or history of Site A

[If methods integrated: Paragraph on data collection at Site A]

## [Site B Name]

Paragraph 5: Geographic/institutional context for Site B (parallel to Site A)
- Location
- Key characteristics (in parallel)

Paragraph 6: Demographics and/or history of Site B

[If methods integrated: Paragraph on data collection at Site B]

## [Optional: Thematic Subsection]

Paragraph 7: Additional context relevant to both sites

TABLE: Comparison of Site Characteristics

Paragraph 8: Variation-leverage statement (if not stated earlier)
- What comparing these sites enables
- [Transition to methods/analysis]

Three-Site Comparative Template

## Overview

Paragraph 1: Macro-context and site selection

## [Site A]
Paragraphs 2-3: Site A description

## [Site B]
Paragraphs 4-5: Site B description

## [Site C]
Paragraphs 6-7: Site C description

TABLE: Comparison across sites

Paragraph 8: What variation enables

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Table Design Guidelines

What Tables Should Compare

Based on corpus examples, Comparative tables typically include:

Demographic characteristics:

• Racial/ethnic composition
• Poverty rates
• Population change over time

Institutional characteristics:

• Program features (e.g., gateway requirements)
• Policy differences
• Organizational structure

Outcome-relevant variables:

• Pre/post comparisons
• Site-specific metrics

Table Format

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Exemplar Articles

Primary Exemplar: DC Sex Work Strolls

Why exemplar: Clearest comparative template. Opens with DC's gentrification context, then describes two strolls (City Vista and State Border Road) in parallel subsections. Table compares demographic changes across both neighborhoods. Explicitly frames analytical leverage.

Key features:

• 3 subsections (Site Selection, The Strolls, Sex Work in DC)
• ~1,500 words
• 7/8 components present
• Detailed comparison table
• Variation-Leverage justification
• Parallel structure

Opening: "In 2011, the District of Columbia lost its minority-majority status."

Structure: 1. Framing (DC gentrification context) 2. Site Selection rationale 3. [Subsection: The Strolls]

• City Vista description
• SBR description (parallel)

4. [Table 1: Demographic Changes] 5. [Subsection: Sex Work in Washington, DC] 6. Variation-leverage statement

Secondary Exemplar: School Resource Officers

Why exemplar: Two-district comparison with explicit demographic contrast. Methods integrated into site descriptions.

Key features:

• 2 subsections (Suburban-White District, Urban-Diverse District)
• Research-Setting opening
• No table (29% of Comparative lack tables)
• Methods integrated (interview details per site)
• Variation-Leverage justification

Opening: "The first research site was an affluent suburban county in the South that housed two school districts."

Tertiary Exemplar: Baltimore Housing Mobility

Why exemplar: Pre/post comparison with tables showing neighborhood and school changes.

Key features:

• Single site but pre/post comparison
• 2 tables (neighborhood characteristics, school characteristics)
• Institutional-Description opening (lawsuit context)
• Policy context (court settlement, voucher program)

Opening: "A class of plaintiffs in Baltimore, MD, sued the US Department of Housing and Urban Development and the Housing Authority of Baltimore City in 1995..."

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Calibration Checklist

Before submitting a Comparative section, verify:

• [ ] Word count is 1,000-1,500 words
• [ ] 5-10 paragraphs present
• [ ] At least 2 subsections (one per major site or theme)
• [ ] Parallel structure for site descriptions
• [ ] Comparison table included (strongly recommended)
• [ ] Variation-leverage statement present (REQUIRED)
• [ ] Site selection rationale clear
• [ ] Positioned after theory section
• [ ] Each site receives comparable coverage

If your section lacks a table:

Consider adding one. 71% of Comparative sections include tables. Tables are the visual signature of this cluster.

If your sites are not receiving parallel treatment:

Ensure Site B description covers the same dimensions as Site A. Readers should be able to compare.

If you have a single site:

You probably need Standard Context, not Comparative. Exception: pre/post comparisons within a single program can use Comparative structure.

If variation-leverage statement is missing:

Add it. The statement "By comparing X and Y, we can examine Z..." is essential to Comparative.

Cluster Profile: Deep Historical

Quick Reference

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When to Use This Cluster

Primary Triggers

Use Deep Historical when ANY of the following apply:

1. Social movement study: You are tracking protest cycles, contentious episodes, or movement development over time.

2. Multiple episodes matter: Your case involves distinct events, periods, or phases that must be traced chronologically.

3. "How we got here" is analytical: The historical sequence of events is not merely background but is integral to understanding your findings.

4. Periodization is necessary: Your case requires organizing context by time periods (e.g., "the 1990s," "the Kefaya period," "post-2011").

5. Deep context required: Readers need extensive background to understand the contemporary phenomenon you study.

Secondary Indicators

• You have 4+ paragraphs of historical content
• Your case involves named episodes or protest waves
• You use dates and temporal markers frequently
• You cite scholarly work on the site's history
• Interview quotes appear within the case section itself

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Benchmarks

Component Prevalence

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Required Components

1. Chronological narrative: Trace development through multiple periods/episodes 2. Named episodes: Identify and label distinct phases or events 3. Multiple subsections: Organize by period, episode, or theme (minimum 2) 4. Scholarly positioning: Cite prior research on the case/site

Optional Components

• Comparison tables (40% include)
• Interview quotes embedded in case section
• Geographic context
• Policy/legal backdrop

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Signature Moves

Opening Patterns

Historical Periodization (40%):

"A latecomer in the contemporary women's movement, the U.S. anti-domestic violence movement or the 'battered women's movement' began in 1973..."

"The year 2011 was an important moment in the political history of contemporary Russia, the year of Parliamentary elections that sparked mass protests in big Russian cities, the largest in two decades."

Phenomenon-Site Link with Historical Framing (60%):

"This section lays the groundwork for the subsequent analysis of the role of relational networks within the broader Cairo-based political opposition during the January 25 Uprising."

"The definitively populist Yellow Vest movement explicitly rejects leadership, unions, parties, nationalism, right-wing or left-wing identifications, xenophobia, and business interests."

Dating the Origins

"While several accounts seeking to explain the Egyptian Uprising of 2011 begin with the killing of Khaled Said... it seems more appropriate to date the origins of this episode of collective contestation to the beginning of the new millennium."

Episode Transition Markers

"As early as 2006, the industrial town of Mahalla El-Kubra had been the site for collective contestation..."

"In late 2009, yet another actor appeared on the scene of the Cairo-based political opposition..."

"Two years later, in early 2008, Mahalla would again become a focal point for protests."

Embedded Interview Quotes

Deep Historical sections often embed participant voices within the case narrative:

"The Palestinian Intifada... gathered sort of loosely connected networks of activists of sympathizers, Leftists like myself, Socialists, and Nationalists, Nasserists, Liberals and Islamists." (Interview #1)

Wrap-Up/Summary Phrases

"The vignettes presented in this section provided a broad overview of four major episodes of collective contestation involving the Cairo-based political opposition during the decade preceding the 2011 uprising, showing how relational networks... emerged and evolved over time."

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Prohibited Moves

Deep Historical sections should AVOID:

1. Brief treatment - Under 1,200 words is too short for this cluster 2. Single paragraph for history - Chronology requires multiple paragraphs 3. Position before theory - That signals Policy-Driven 4. Skipping chronological development - The arc matters 5. Non-narrative structure - Deep Historical tells a story

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Template Structure

Standard Deep Historical Template (10-12 paragraphs)

## [Historical Case Title]

Paragraph 1: Framing - what this section will accomplish
- Set up the historical scope
- Name the phenomenon and time period
- Preview the arc

Paragraph 2: Dating the origins
- Where to start the story
- Why this starting point

Paragraphs 3-5: EPISODE 1
- What happened
- Who was involved
- Consequences and connections

## [Subsection: Episode 2 Name]

Paragraphs 6-8: EPISODE 2
- Context for this episode
- Events and actors
- How it connects to Episode 1

Paragraphs 9-10: EPISODE 3 (if applicable)
- Similar structure

Paragraph 11-12: Summary and transition
- What the historical arc reveals
- How it connects to the analysis
- [Implicit transition to Methods or Analysis]

Variant: Data Source Organization

## [Movement/Case Name]

Paragraph 1-3: Movement overview and framing

## [Data Source 1: e.g., The Petition]

Paragraphs 4-6: Analysis of this source
- What it contains
- What it reveals

## [Data Source 2: e.g., The Grand Debate]

Paragraphs 7-9: Analysis of this source

## [Data Source 3: e.g., The Counter-Debate]

Paragraphs 10-12: Analysis of this source

Summary paragraph

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Exemplar Articles

Primary Exemplar: Egyptian Uprising 2011

Why exemplar: At 3,210 words (corpus maximum), this section traces the development of relational networks in Cairo's political opposition through four protest episodes: Palestinian Intifada solidarity (2000), anti-Iraq war mobilization (2003), Kefaya movement (2004-05), and April 6 movement (2008).

Key features:

• 16 paragraphs
• 3,210 words
• 2 subsections
• Phenomenon-Site-Link opening with historical framing
• Interview quotes embedded
• Scholarly-Positioning citations
• Chronological organization across a decade

Opening: "This section lays the groundwork for the subsequent analysis of the role of relational networks within the broader Cairo-based political opposition during the January 25 Uprising."

Named Episodes: 1. Palestinian Intifada solidarity (2000) 2. Anti-Iraq war mobilization (2003) 3. Kefaya movement (2004-05) 4. April 6 movement (2008)

Secondary Exemplar: Yellow Vest Movement

Why exemplar: Multi-source historical case tracing a movement's genesis through petition, grand debate, and counter-debate sources.

Key features:

• 13 paragraphs
• ~2,726 words
• 4 subsections (Movement, Petition, Grand Debat, Vrai Debat)
• Empirical-Extremity justification ("purer" popular movement)
• Multiple data sources analyzed within case section

Opening: "The definitively populist Yellow Vest movement explicitly rejects leadership, unions, parties, nationalism, right-wing or left-wing identifications, xenophobia, and business interests."

Tertiary Exemplar: Domestic Violence Movement History

Why exemplar: Traces three strategies of the feminist anti-domestic violence movement from the 1970s.

Key features:

• Table comparing strategies across sites
• Historical-Periodization opening
• Empirical-Extremity justification (California/Minnesota as "first")
• Chronological organization

Opening: "A latecomer in the contemporary women's movement, the U.S. anti-domestic violence movement or the 'battered women's movement' began in 1973..."

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Calibration Checklist

Before submitting a Deep Historical section, verify:

• [ ] Word count is 1,500-2,500 words (may exceed if warranted)
• [ ] 8-16 paragraphs present
• [ ] At least 2 subsections
• [ ] Chronological organization is clear
• [ ] Named episodes or periods are identified
• [ ] Historical development is traced (not just mentioned)
• [ ] Scholarly citations on the site/case included
• [ ] Positioned after theory section
• [ ] Summary/wrap-up paragraph present

If your section is under 1,200 words:

You may not need Deep Historical. Consider:

• Standard Context if historical background is just context
• Whether you can expand with additional episodes

If your section has no clear episodes:

Deep Historical requires discrete events, periods, or phases. If your case does not have these, consider:

• Standard Context with historical background
• Policy-Driven if policy evolution is the focus

If you have multiple sites being compared:

You may need Comparative with historical elements, not pure Deep Historical. Consider hybrid approach.

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Special Considerations

Interview Quotes in Case Section

Deep Historical is the only cluster where interview quotes commonly appear within the case justification itself (not just in Methods or Findings). Use quotes to:

• Illustrate episodes from participant perspectives
• Show how activists understood key events
• Provide "you are there" texture to historical narrative

Tables in Deep Historical

About 40% of Deep Historical sections include tables. Use tables for:

• Comparing strategies or approaches across periods
• Summarizing episode characteristics
• Comparing sites within a movement (if applicable)

Length Flexibility

Deep Historical is the most length-flexible cluster. The corpus maximum (3,210 words) belongs to this cluster. If your case genuinely requires tracing multiple episodes across an extended time period, longer sections are acceptable.

Cluster Profile: Minimal Context

Quick Reference

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When to Use This Cluster

Primary Triggers

Use Minimal Context when ANY of the following apply:

1. Site is well-known: The case requires little introduction because readers are already familiar with it (e.g., major metropolitan areas, famous institutions, widely-studied phenomena).

2. Mixed-methods design: The qualitative component follows a quantitative analysis that has already established the case context.

3. Phenomenon over site: The theoretical or empirical phenomenon is more important than the specific site characteristics.

4. Space constraints: Article length limits require an efficient case justification.

5. Access-driven selection: The case was selected primarily due to data access, and extensive contextualization would misrepresent the case selection logic.

Secondary Indicators

• You can describe the essential case features in 2-3 paragraphs
• Historical development is not analytically relevant
• No site comparisons are needed
• Policy/institutional context is either absent or minimal

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Benchmarks

Component Prevalence

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Required Components

1. Site identification: Name and locate the case clearly 2. One or two key features: What makes this case relevant? 3. Transition to methods (implicit or data-preview)

Optional Components

• Brief historical note (1-2 sentences)
• Policy context (1-2 sentences)
• Access acknowledgment
• Quantitative prelude (if mixed-methods)

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Signature Moves

Opening Patterns

Data/Study Introduction (most common for mixed-methods):

"The data we present here were collected as part of a study of police traffic stops and their effects on police-community relations."

Institutional Context:

"This network of colleges includes over 215,000 students, 21,000 faculty, and over two million living alumni."

Research Setting Statement:

"While others have interviewed young people about their gender beliefs and show the consequences of their beliefs for inequality, we sought to determine whether and why their beliefs might feasibly change."

Justification Patterns

Intrinsic Interest (brief):

"The study took place during a time of intensified frequency of deportations by the U.S. Department of Homeland Security in the Obama administration."

Access-Driven:

"Given this interest, we were fortunate to gain access to students in a sociology course about why the gender gap in leadership exists."

Quantitative Prelude:

"Through statistical analyses of these data, we did not find consistent patterns of racial disparities in who gets stopped citywide... However, we did find significant disparities in several post-stop outcomes."

Transition Patterns

Data-Preview (20%):

"While the focus of this paper is on the analysis of the interview data, some findings from the survey of staff will be included."

Implicit (60%): Section ends; methods section follows immediately.

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Prohibited Moves

Minimal Context sections should NEVER:

1. Include tables - Tables signal Comparative treatment 2. Trace historical development - Chronological narratives belong in Deep Historical 3. Use multiple subsections - One subsection maximum 4. Exceed 500 words - If longer, reconsider Standard Context 5. Position before theory - Policy-Driven only 6. Elaborate policy context - Keep it brief or omit

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Template Structure

Single-Paragraph Template (Ultra-Minimal)

[1 paragraph: Site identification + key feature + quantitative/access context + brief transition]

Two-Paragraph Template (Standard Minimal)

Paragraph 1: Site identification and one key contextual feature
Paragraph 2: Additional context (timing, access, quantitative findings) + transition

Three-Paragraph Template (Extended Minimal)

Paragraph 1: Site identification and primary feature
Paragraph 2: Secondary context (policy OR history OR institutional)
Paragraph 3: Brief transition or methods preview

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Exemplar Articles

Primary Exemplar: Police Traffic Stops Study

Why exemplar: At 264 words in a single paragraph, this is the corpus minimum. Establishes the San Diego Police Department study, mentions the quantitative analysis that preceded qualitative interviews, and moves directly to data.

Key features:

• Single paragraph (1 paragraph)
• 264 words
• 2 citations
• Data-Preview transition
• Mixed-methods framing

Opening: "The data we present here were collected as part of a study of police traffic stops and their effects on police-community relations."

Secondary Exemplar: Undocumented Students at Jesuit Colleges

Why exemplar: Brief institutional context for a network of colleges, establishing mission and policy environment efficiently.

Key features:

• 2 paragraphs
• ~320 words
• 6 citations
• Institutional + policy context
• Implicit transition

Opening: "This network of colleges includes over 215,000 students, 21,000 faculty, and over two million living alumni."

Tertiary Exemplar: Gender Beliefs Course Study

Why exemplar: Demonstrates the Access-Driven variant. Explicitly acknowledges access opportunity and sample limitations.

Key features:

• 3 paragraphs
• ~422 words
• 3 citations
• Research-Setting opening
• Access acknowledgment

Opening: "While others have interviewed young people about their gender beliefs and show the consequences of their beliefs for inequality, we sought to determine whether and why their beliefs might feasibly change."

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Calibration Checklist

Before submitting a Minimal Context section, verify:

• [ ] Word count is 300-500 words
• [ ] No more than 3 paragraphs
• [ ] No tables included
• [ ] No extended historical narrative
• [ ] One subsection at most
• [ ] Positioned after theory section
• [ ] Essential case features are clear
• [ ] Transition to methods is present (implicit or explicit)

If your section exceeds 500 words:

Consider whether you actually need Standard Context. Ask:

• Am I including geographic context that readers need?
• Am I providing historical background that matters analytically?
• Would my case benefit from fuller contextualization?

If yes to any, upgrade to Standard Context.

Cluster Profile: Policy-Driven

Quick Reference

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When to Use This Cluster

Primary Triggers

Use Policy-Driven when ALL of the following apply:

1. Policy IS the phenomenon: The policy, law, or institutional arrangement is itself what you are studying (not just background context).

2. Context motivates theory: Readers must understand the policy/institutional context BEFORE your theoretical framework makes sense.

3. "What" before "why": The empirical reality must be established before you can theorize about it.

4. Strong applied implications: Your research has direct policy relevance and the context establishes the stakes.

Secondary Indicators

• Your case section would logically precede your theory section
• Policy details are dense and central (not brief background)
• You cite specific legislation, acts, or institutional arrangements
• The policy environment IS the puzzle your theory will address

The Key Distinguishing Feature

Position: Policy-Driven is the ONLY cluster positioned BEFORE the theory section. All other clusters follow theory. If your case context should come after theory, use a different cluster.

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Benchmarks

Component Prevalence

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Required Components

1. Policy/legal description: Detailed account of the policy, law, or institutional arrangement (ALWAYS present - 100%) 2. BEFORE THEORY position: Section must precede theoretical framework 3. Stakes establishment: Why this policy matters

Optional Components

• Geographic context (75%)
• Historical background (75%)
• Institutional description (75%)
• Demographic profile (50%)

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Signature Moves

Opening Patterns

Historical-Periodization with Policy Focus (25%):

"A hallmark of the Canadian social policy climate of the 1990s, social assistance reform was constituted as necessary to address government debts and deficits - the fiscal crisis of the welfare state."

Phenomenon-Site Link with Policy Content (75%):

"The deportation-carceral system reflects three key changes in immigration enforcement since the 1990s."

"Despite its overall demographic homogeneity, the Portland metropolitan area is home to some of the most racially diverse communities in the state of Oregon."

Institutional Description:

"In New York State, the site of this study, the child support agency is charged with opening a child support case, establishing paternity, and locating noncustodial parents."

Policy Establishment Phrases

Naming Key Legislation:

"In 1996, the U.S. Illegal Immigration Reform and Immigrant Responsibility Act (IIRIRA) vastly increased spending on immigration enforcement and expanded the list of deportable 'crimes' to include misdemeanors such as non-violent theft, identity fraud, domestic violence, drug crimes, gambling, and tax evasion."

"In 1997, then Premier Mike Harris implemented the Ontario Works Act, which slashed social assistance benefit rates by 21.6 percent and immediately froze them."

Establishing Notoriety/Significance:

"The province of Ontario is especially known (or infamous) for its social assistance reform that demonstrated punitive allegiance to neo-liberal prescriptions and the resolute pursuit of market citizenship."

Policy Mechanisms:

"It also has a number of administrative and judicial tools available to collect and enforce child support orders, including wage withholding, license revocation, tax refund intercepts, asset seizure, and incarceration."

Historical Context for Policy

"However, the overtly racist history of Portland and the state of Oregon contrasts with this reputation as an oasis of liberal politics. In 1857, Oregon adopted a state constitution banning Black people from entering, residing, or holding property in the state."

"New laws also made it harder for deportees to fight their cases, enabling expedited removal without due process or judicial review."

Bridge to Theory Phrases

Policy-Driven sections often end with a question or statement that theory will address:

"This paper addresses Portland's contradictions by asking: how are these contradictory realities reconciled in the lives of Portlanders of color?"

---

Prohibited Moves

Policy-Driven sections should NEVER:

1. Position after theory - This is the defining feature; BEFORE theory is mandatory 2. Include comparison tables - Tables signal Comparative treatment 3. Use minimal treatment - Policy context requires elaboration (650+ words) 4. Treat policy as background - Policy is foreground in this cluster 5. Skip legislation/institutional details - Dense policy content is expected

---

Template Structure

Standard Policy-Driven Template (4-5 paragraphs)

## [Policy/Institutional Context Title]

Paragraph 1: Policy landscape and historical context
- When this policy environment emerged
- Broader forces shaping it
- Why it matters

Paragraph 2: Specific policy/legal details
- Name specific legislation or programs
- Key provisions and mechanisms
- What the policy does

Paragraph 3: Local/case-specific context
- How this manifests in your site
- Site's particular relationship to policy
- Why this site exemplifies the policy

Paragraph 4: Stakes and significance
- Why this policy matters
- What makes it notable/notorious
- What questions it raises

Paragraph 5 (optional): Bridge to theory
- Question that theory will address
- What understanding the policy enables
- [THEORY SECTION FOLLOWS]

Variant: Enumerated Changes

## [Policy System Title]

Paragraph 1: Overview - "The X system reflects N key changes..."
- List the changes

Paragraph 2: Change 1 in detail
- Legislation
- Mechanisms
- Consequences

Paragraph 3: Change 2 in detail

Paragraph 4: Change 3 in detail

Paragraph 5: Contemporary implications
- Where we are now
- [THEORY SECTION FOLLOWS]

---

Exemplar Articles

Primary Exemplar: Ontario Social Assistance Reform

Why exemplar: Exemplifies the Policy-Driven cluster perfectly. Opens with historical-periodization ("A hallmark of the Canadian social policy climate of the 1990s"), establishes policy context (neoliberal welfare reform, Common Sense Revolution, Ontario Works Act), and positions BEFORE THEORY because understanding the policy is prerequisite to theorizing about it.

Key features:

• Position: BEFORE THEORY
• ~652 words
• Single subsection
• Historical-Periodization opening
• Intrinsic-Interest justification (Ontario as "notorious")
• Heavy policy/legal content

Opening: "A hallmark of the Canadian social policy climate of the 1990s, social assistance reform was constituted as necessary to address government debts and deficits - the fiscal crisis of the welfare state."

Structure: 1. Canadian social policy context (1990s) 2. Ontario's specific reforms 3. Ontario Works Act details 4. Discursive stigmatization context [THEORY SECTION FOLLOWS]

Secondary Exemplar: Deportation-Carceral System

Why exemplar: Traces three key changes in immigration enforcement since the 1990s. Dense policy content including IIRIRA, Criminal Alien Program, Secure Communities.

Key features:

• Position: BEFORE THEORY
• ~903 words
• Phenomenon-Site-Link opening with policy content
• Chronological policy development
• Specific legislation named

Opening: "The deportation-carceral system reflects three key changes in immigration enforcement since the 1990s: 1) the criminalization of immigrants...; 2) the militarization of the U.S.-Mexico border; and 3) a shift towards interior enforcement..."

Tertiary Exemplar: Family Court/Unmarried Parents

Why exemplar: Only article without subsections - continuous prose. Establishes legal/institutional context for family court in New York.

Key features:

• Position: BEFORE THEORY
• ~876 words
• No subsections (unique in corpus)
• Institutional-Description opening
• Legal mechanisms detailed

Opening: "In New York State, the site of this study, the child support agency is charged with opening a child support case, establishing paternity, and locating noncustodial parents."

Quaternary Exemplar: Portland Racial Dynamics

Why exemplar: Uses prior-site-studies citations. Establishes Portland's contradictions between liberal reputation and racist history.

Key features:

• Position: BEFORE THEORY
• ~678 words
• Prior-Site-Studies citation function
• Ends with research question that theory addresses

Opening: "Despite its overall demographic homogeneity, the Portland metropolitan area is home to some of the most racially diverse communities in the state of Oregon and remains a site of Black, Indigenous, Asian American, Latinx, and Pacific Islander community and resistance."

---

Calibration Checklist

Before submitting a Policy-Driven section, verify:

• [ ] Positioned BEFORE theory section (CRITICAL)
• [ ] Word count is 650-900 words
• [ ] 3-6 paragraphs present
• [ ] Single subsection heading
• [ ] Specific legislation/programs named
• [ ] Policy mechanisms detailed
• [ ] Intrinsic-Interest justification present
• [ ] No comparison tables
• [ ] Dense policy content (not brief background)

If your section is positioned AFTER theory:

You do not have a Policy-Driven section. Reconsider:

• Standard Context if policy is just background
• Whether repositioning is appropriate

If your section lacks dense policy content:

Policy-Driven requires detailed policy/legal/institutional description. If you only have 1-2 sentences of policy context, use:

• Standard Context with policy component
• Minimal Context if case requires little context

If you are comparing policy implementations across sites:

You may need Comparative with policy emphasis, not Policy-Driven.

---

Special Considerations

The BEFORE THEORY Position

This is the most important distinguishing feature of Policy-Driven. The logic is:

1. Readers cannot understand your theoretical framework without first understanding the policy context 2. The policy context MOTIVATES the theoretical framework 3. The "what" (policy) must precede the "why" (theory)

If this logic does not apply to your case, do not use Policy-Driven.

Justification Strategy

Policy-Driven sections use Intrinsic-Interest justification (100% in corpus). The case matters because the policy itself matters - not because it fits a theoretical framework (that comes later) or provides variation (Comparative territory).

Citation Density

Policy-Driven has the highest citation density (1.8 per 100 words). Expect to cite:

• Specific legislation and legal sources
• Prior studies of this policy/institution
• Statistics on policy implementation
• News sources or government reports

Cluster Profile: Standard Context

Quick Reference

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When to Use This Cluster

Primary Triggers

Use Standard Context when ALL of the following apply:

1. Single research site: You are studying one location, organization, or case (not comparing multiple sites).

2. Moderate contextualization needed: The case requires more than minimal introduction but does not require extensive historical narrative.

3. Theory drives site selection: The case was chosen because it provides conditions where theoretical processes can be observed (Theoretical-Fit) or because it matters in its own right (Intrinsic-Interest).

4. Standard research design: Not a comparative design, not a policy study that must precede theory, not a movement study requiring historical periodization.

Secondary Indicators

• Geographic, historical, or policy dimensions need to be established
• Case is not widely known to readers
• Historical context is background, not foreground
• 3-7 paragraphs are sufficient to establish context

Standard Context is the DEFAULT cluster. Use it when other clusters don't apply.

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Benchmarks

Component Prevalence

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Required Components

1. Site identification: Clear geographic and/or institutional identification 2. Contextual trifecta: Include at least TWO of the following:

• Geographic context
• Historical background
• Policy/legal context

3. Case significance: Why this case matters (theoretical fit or intrinsic interest)

Optional Components

• Demographic profile of the population or area
• Institutional description
• Sampling rationale (may appear in Methods)
• Brief policy environment

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Signature Moves

Opening Patterns

Geographic Introduction (27% - signature for this cluster):

"Kansas is a re-emerging destination for Latina/o immigrants."

"The UAE is a small Islamic federation of nearly ten million residents in the Arab Gulf."

Phenomenon-Site Link (45%):

"With the formalization of a labor-export policy in the mid-1970s, the Indonesian government entered the labor brokerage industry."

"Ghostwriting is not a new form of work."

Justification Patterns

Theoretical Fit (36%):

"Emirati women present a valuable case for understanding how households manage earmarking under conditions where..."

"The case illuminates therapeutic governance..."

Intrinsic Interest (36%):

"Kansas has a complex sociopolitical environment towards immigration."

"Anti-immigrant rhetoric fueled the presidential election of 2016 and generated a hostile environment for Latina/o communities across the United States."

Content Development Patterns

Historical thread:

"The railroad industry brought Mexican immigrants to the state at the turn of the 20th century."

Demographic statistics:

"In 2000, seven percent of the state's population was Latina/o and by 2017 this rose to over 11 percent, of whom 34 percent were foreign born."

Policy context:

"In 2004 undocumented college students gained in-state tuition. However, in the same period the state denied undocumented immigrants access to driver's licenses..."

Transition Patterns

Implicit (73% - most common): Section ends; Methods follows. No explicit transition needed.

"This anti-immigrant context emerges from a long history of immigration policies that criminalize undocumented migration and racialize illegality, linking stereotypes of Mexican origin to perceptions of illegality."

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Prohibited Moves

Standard Context sections should AVOID:

1. Multiple subsections - Use only one subsection heading 2. Chronological narratives - If tracing multiple episodes, use Deep Historical 3. Comparison tables - Tables signal Comparative treatment 4. Position before theory - That signals Policy-Driven 5. Extensive historical development - More than 3 paragraphs of history suggests Deep Historical 6. Access-driven justification - This is rare and suggests Minimal

---

Template Structure

Standard Template (5 paragraphs)

## [Site Name Context]

Paragraph 1: Geographic introduction and site identification
- Name the location
- Key geographic features
- Position within broader region

Paragraph 2: Historical background
- Brief history (not chronological narrative)
- How we got to the present
- 1-2 sentences on historical roots

Paragraph 3: Demographic and/or institutional context
- Population statistics
- Key institutional features
- Who lives/works there

Paragraph 4: Policy and/or legal context
- Relevant laws or policies
- Political environment
- Institutional constraints

Paragraph 5: Significance and transition
- Why this case matters
- How it connects to theory
- [Implicit transition to Methods]

Shorter Template (3-4 paragraphs)

## [Site Name Context]

Paragraph 1: Geographic introduction + historical roots

Paragraph 2: Policy/institutional context + demographics

Paragraph 3: Significance + any remaining context

Longer Template (6-7 paragraphs)

## [Site Name Context]

Paragraph 1: Geographic introduction

Paragraph 2: Historical background

Paragraph 3: Policy environment

Paragraph 4: Demographic profile

Paragraph 5: Institutional context

Paragraph 6: Contemporary significance

Paragraph 7: Transition/summary [optional]

---

Exemplar Articles

Primary Exemplar: Kansas Latino Immigration

Why exemplar: Demonstrates the standard template well. Opens with geographic introduction, provides historical and demographic context, addresses policy environment, and establishes why Kansas is a suitable site for theoretical inquiry.

Key features:

• Single subsection ("The Kansas Context")
• ~800 words
• 4 paragraphs
• Geographic + Historical + Policy + Demographic components
• Implicit transition
• Intrinsic-Interest justification

Opening: "Kansas is a re-emerging destination for Latina/o immigrants."

Structure: 1. Geographic introduction + historical roots 2. Contemporary demographics + scholarly positioning 3. Policy environment (in-state tuition, driver's licenses, Secure Communities) 4. National political context (Trump-era enforcement)

Secondary Exemplar: UAE Women's Employment

Why exemplar: Clean example of geographic + legal/policy context. Establishes the UAE's unique institutional environment for women's employment.

Key features:

• Single subsection
• ~1,000 words
• Geographic opening
• Legal context (marriage law, employment policies)
• Theoretical-Fit justification

Opening: "The UAE is a small Islamic federation of nearly ten million residents in the Arab Gulf."

Tertiary Exemplar: Chinese Eldercare

Why exemplar: Phenomenon-Site-Link opening connecting to theoretical framework on global care chains.

Key features:

• Single subsection
• ~750 words
• Phenomenon-Site-Link opening
• Cultural context (filial piety)
• Theoretical-Fit justification

Opening: "Scholarship on the global care chain has largely focused on..."

---

Calibration Checklist

Before submitting a Standard Context section, verify:

• [ ] Word count is 700-1,000 words
• [ ] 3-7 paragraphs present
• [ ] Exactly one subsection heading
• [ ] At least two of the contextual trifecta included (geographic/historical/policy)
• [ ] Case significance is clear
• [ ] Positioned after theory section
• [ ] No comparison tables
• [ ] No extended chronological narrative (more than 3 paragraphs)
• [ ] Implicit or bridge transition present

If your section exceeds 1,200 words:

Consider whether you need:

• Deep Historical (if historical development is central)
• Comparative (if describing multiple sites)
• Policy-Driven (if policy context should precede theory)

If your section is under 600 words:

Consider whether:

• Minimal Context would suffice (well-known site, mixed-methods prelude)
• You need to add geographic, historical, or policy context

If you have multiple sites:

You need Comparative, not Standard Context.

Phase 0: Assessment

You are executing Phase 0 of case-justification. Your goal is to gather study information and select the appropriate cluster for the case justification section.

Why This Phase Matters

Case justification sections follow predictable patterns based on study characteristics. Selecting the wrong cluster leads to mismatched content (e.g., writing a Deep Historical section when Standard would suffice) or structural errors (e.g., positioning Policy-Driven content after theory). This phase ensures deliberate cluster selection based on your study's actual needs.

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Your Tasks

1. Gather Case Information

Collect from the user:

Required:

• Site name and location
• Population studied
• Key contextual features (geographic, historical, policy, institutional)
• How the case relates to the theoretical framework

For Cluster Selection:

• Single site or multiple sites?
• Is historical development central to the case?
• Does policy/institutional context need to precede theory?
• Is the site well-known or does it require extensive introduction?
• Are there space constraints?

2. Apply the Cluster Decision Tree

Work through this diagnostic:

CLUSTER DECISION TREE

1. Does your case context need to PRECEDE your theoretical framework?
   - Is the policy/law/institution ITSELF the phenomenon you theorize about?
   - Must readers understand "what" before "why"?
   - Does the institutional context motivate the theory?

   --> YES: POLICY-DRIVEN CLUSTER
       Position: BEFORE theory
       Target: 650-900 words

2. Do you have MULTIPLE RESEARCH SITES that you will compare?
   - Two or more distinct locations or organizations
   - Parallel data collection across sites
   - Site differences provide analytical leverage

   --> YES: COMPARATIVE CLUSTER
       Parallel structure, usually with table
       Target: 1,000-1,500 words

3. Is HISTORICAL DEVELOPMENT central to your case?
   - Social movement tracking protest cycles
   - Policy tracing reform trajectories over time
   - Multiple named episodes or periods
   - "How we got here" matters analytically

   --> YES: DEEP HISTORICAL CLUSTER
       Chronological organization, multiple subsections
       Target: 1,500-2,500 words

4. Is your case WELL-KNOWN and requires MINIMAL introduction?
   - Site is famous/familiar (major city, well-known institution)
   - Mixed-methods design where qualitative follows quantitative
   - Phenomenon matters more than site specifics
   - Severe space constraints
   - Access-driven case selection

   --> YES: MINIMAL CONTEXT CLUSTER
       Brief, 1-3 paragraphs
       Target: 300-500 words

5. None of the above apply?

   --> STANDARD CONTEXT CLUSTER (DEFAULT)
       Balanced single-site context
       Target: 700-1,000 words

3. Review Cluster Profile

Once you have a candidate cluster, consult the detailed profile:

• clusters/minimal.md (300-500 words)
• clusters/standard.md (700-1,000 words)
• clusters/historical.md (1,500-2,500 words)
• clusters/comparative.md (1,000-1,500 words)
• clusters/policy.md (650-900 words)

Verify the profile matches the user's study characteristics.

4. Assess Components to Include

Based on the cluster and study characteristics, determine which components to include:

Geographic Context:

• [ ] Location and regional characteristics
• [ ] Urban/rural features
• [ ] Relevant geography

Historical Background:

• [ ] Key historical developments
• [ ] How we got to the present
• [ ] Named periods or episodes (Deep Historical)

Policy/Legal Context:

• [ ] Relevant laws or policies
• [ ] Institutional arrangements
• [ ] Political environment

Demographic Profile:

• [ ] Population statistics
• [ ] Racial/ethnic composition
• [ ] Socioeconomic characteristics

Institutional Description:

• [ ] Organizations involved
• [ ] Institutional features
• [ ] Structural characteristics

Sampling Rationale:

• [ ] Why this case?
• [ ] Theoretical fit argument
• [ ] Intrinsic interest argument

5. Determine Position

CRITICAL: Only Policy-Driven sections go BEFORE theory. All other clusters position AFTER theory.

If user indicates the case must precede theory but doesn't fit Policy-Driven triggers, discuss whether:

• The case section should actually go after theory
• The study actually IS Policy-Driven
• There's a mismatch in how the article is structured

6. Write Assessment Memo

Create a summary with:

# Case Justification Assessment

## Case Summary
- **Site**: [Name and location]
- **Population**: [Who was studied]
- **Key Features**: [Geographic, historical, policy, institutional]
- **Relationship to Theory**: [How case connects to framework]

## Cluster Selection Analysis

### Decision Tree Walk-Through
1. Policy context must precede theory? [YES/NO - reasoning]
2. Multiple sites compared? [YES/NO - reasoning]
3. Historical development central? [YES/NO - reasoning]
4. Well-known, minimal intro needed? [YES/NO - reasoning]

## Recommended Cluster
**[Minimal/Standard/Deep Historical/Comparative/Policy-Driven]**

### Rationale
- [Why this cluster fits]
- [What characteristics drove the selection]

### Alternative Considered (if applicable)
- [Why rejected alternative]

## Cluster Implications
- **Target word count**: [range]
- **Position**: [BEFORE/AFTER theory]
- **Subsections**: [number expected]
- **Table**: [Required/Recommended/Omit]

## Components to Include
- [ ] Geographic Context
- [ ] Historical Background
- [ ] Policy/Legal Context
- [ ] Demographic Profile
- [ ] Institutional Description
- [ ] Sampling Rationale

## Recommended Opening Move
[Phenomenon-Site-Link / Geographic-Introduction / Historical-Periodization / Institutional-Description / Research-Setting]

## Recommended Justification Strategy
[Intrinsic-Interest / Theoretical-Fit / Empirical-Extremity / Variation-Leverage / Access-Driven]

## Questions for User
- [Any clarifying questions needed before drafting]

7. Present Recommendation

Present to user:

• Recommended cluster with clear rationale
• Target word count and structural expectations
• Position (before or after theory)
• Components to include
• Any questions before proceeding

---

Guiding Principles

Standard Is the Default

When in doubt, choose Standard Context. It's the most common cluster (34%) and fits most single-site interview studies. Other clusters are for specific circumstances.

Position Is Non-Negotiable

Policy-Driven goes BEFORE theory. All others go AFTER. This is not a stylistic choice; it reflects the logical relationship between case and theory.

Historical Complexity Requires Space

If the case involves named episodes, chronological development, or movement history, it probably needs Deep Historical treatment. Don't compress this into Standard.

Comparison Requires Parallel Structure

If studying multiple sites, each must receive comparable coverage. The variation-leverage statement ("By comparing X and Y, we can...") is essential.

Tables Signal Comparison

If you have demographic or characteristic data to compare across sites or pre/post, use a table. Tables belong almost exclusively in Comparative sections.

---

Output Files to Create

1. assessment-memo.md - Full assessment with cluster recommendation 2. (Optional) questions-for-user.md - If clarification needed

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When You're Done

Report to the orchestrator:

• Recommended cluster
• Key rationale (2-3 sentences)
• Any outstanding questions
• Readiness assessment for Phase 1

Example summary:

"I recommend Standard Context (700-1,000 words, positioned after theory) for this study of Latino immigration experiences in Kansas. The site is not widely known, the design is single-site, and historical development is background rather than central. I recommend including geographic context, brief historical background, policy environment, and demographic statistics. Ready for Phase 1: Drafting."

Phase 1: Drafting

You are executing Phase 1 of case-justification. Your goal is to write a complete case justification section following the selected cluster template and word allocation.

Why This Phase Matters

Case justification sections must accomplish multiple goals: establish the research site, justify case selection, provide necessary context, and connect to the theoretical framework - all within specific word constraints. This phase transforms the cluster template into prose that matches the conventions of Social Problems and Social Forces.

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Inputs

Before starting, gather: 1. Assessment memo from Phase 0 (cluster selection, components to include) 2. User's case details (site, features, context, theoretical connection) 3. Cluster profile from clusters/[cluster].md 4. Opening moves from techniques/opening-moves.md 5. Justification strategies from techniques/justification-strategies.md 6. Transitions from techniques/transitions.md

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Your Tasks

1. Follow the Cluster Structure

Each cluster has a specific word allocation. Match your draft to these targets:

MINIMAL CONTEXT (~400 words)

[Opening + Site Identification]    ~100 words
[Key Feature(s)]                   ~150 words
[Justification/Transition]         ~150 words

STANDARD CONTEXT (~850 words)

[Opening + Geographic Context]     ~200 words
[Historical Background]            ~200 words
[Policy/Institutional Context]     ~200 words
[Demographics/Significance]        ~200 words
[Transition]                       ~50 words (often implicit)

DEEP HISTORICAL (~2,000 words)

[Framing Paragraph]                ~150 words
[Dating the Origins]               ~200 words
[Episode 1]                        ~400 words
[Episode 2]                        ~400 words
[Episode 3 (if applicable)]        ~400 words
[Summary/Transition]               ~200 words

COMPARATIVE (~1,250 words)

[Macro-Context/Framing]            ~150 words
[Site Selection Rationale]         ~150 words
[Site A Description]               ~300 words
[Site B Description]               ~300 words
[Table + Discussion]               ~200 words
[Variation-Leverage Statement]     ~150 words

POLICY-DRIVEN (~775 words)

[Policy Landscape/Historical]      ~200 words
[Specific Policy Details]          ~200 words
[Local/Case-Specific Context]      ~200 words
[Stakes/Significance]              ~150 words
[Bridge to Theory]                 ~25 words (optional)

2. Draft the Opening

Choose an opening pattern based on cluster and corpus norms:

Phenomenon-Site-Link (50% of corpus - works for all clusters):

"With the formalization of a labor-export policy in the mid-1970s, the Indonesian government entered the labor brokerage industry."

Geographic-Introduction (19% - Standard, Comparative):

"Kansas is a re-emerging destination for Latina/o immigrants."

"The UAE is a small Islamic federation of nearly ten million residents in the Arab Gulf."

Historical-Periodization (6% - Deep Historical, Policy-Driven):

"A latecomer in the contemporary women's movement, the U.S. anti-domestic violence movement or the 'battered women's movement' began in 1973..."

Institutional-Description (16% - Standard, Comparative):

"This network of colleges includes over 215,000 students, 21,000 faculty, and over two million living alumni."

Research-Setting (9% - Minimal):

"The data we present here were collected as part of a study of police traffic stops and their effects on police-community relations."

See techniques/opening-moves.md for more patterns.

3. Incorporate Justification Strategy

Every case justification section must explain why this case. Use one of five strategies:

Intrinsic-Interest (38% - all clusters, especially Policy-Driven):

"Kansas has a complex sociopolitical environment towards immigration."

"The province of Ontario is especially known (or infamous) for its social assistance reform."

Theoretical-Fit (22% - Standard, Deep Historical):

"Emirati women present a valuable case for understanding how households manage earmarking under conditions where..."

Empirical-Extremity (16% - Deep Historical):

"Nashville was one of the most significant movement centers in the overall southern civil rights struggle, and we have unusually rich data on its movement participants."

Variation-Leverage (16% - Comparative only):

"By controlling for stroll type, we believe the comparison will be richer and will minimize the likelihood that other confounding variables could serve as an alternative explanation."

Access-Driven (9% - Minimal only):

"Given this interest, we were fortunate to gain access to students in a sociology course."

See techniques/justification-strategies.md for more patterns.

4. Draft Each Component

Work through components based on cluster requirements. Consult the cluster profile for component prevalence.

A. Geographic Context

What to include:

• Location (state, region, country)
• Relevant geographic features
• Urban/rural characteristics
• Regional positioning

Example (Standard):

"Kansas is a re-emerging destination for Latina/o immigrants. The railroad industry brought Mexican immigrants to the state at the turn of the 20th century. The movement of the meatpacking industry to rural areas and growth of service sector jobs in the state has attracted Latina/o immigrants to the state."

B. Historical Background

What to include:

• Key historical developments
• How current conditions emerged
• Temporal markers (decades, years, periods)

Minimal treatment (Standard):

"The railroad industry brought Mexican immigrants to the state at the turn of the 20th century."

Extended treatment (Deep Historical): Trace multiple episodes chronologically with named events, dates, and developments.

C. Policy/Legal Context

What to include:

• Relevant legislation (name and date)
• Policy mechanisms
• Political environment

Example:

"In 2004 undocumented college students gained in-state tuition. However, in the same period the state denied undocumented immigrants access to driver's licenses."

Dense Policy (Policy-Driven):

"In 1997, then Premier Mike Harris implemented the Ontario Works Act, which slashed social assistance benefit rates by 21.6 percent and immediately froze them."

D. Demographic Profile

What to include:

• Population statistics with citations
• Racial/ethnic composition
• Socioeconomic characteristics

Example:

"In 2000, seven percent of the state's population was Latina/o and by 2017 this rose to over 11 percent, of whom 34 percent were foreign born."

Comparative treatment: Use a table to compare demographics across sites.

E. Institutional Description

What to include:

• Organizations studied
• Institutional features
• Structural characteristics

Example:

"In New York State, the site of this study, the child support agency is charged with opening a child support case, establishing paternity, and locating noncustodial parents."

5. Draft the Transition

Choose a transition pattern based on cluster:

Implicit (66% - most clusters): Simply end the section; the structural break to Methods carries readers forward.

[End of case section; Methods begins]

Integrated (22% - Comparative): Fold methods content into site descriptions:

"Interviews lasted 45 minutes on average. All interviews occurred in the SROs' assigned schools."

Data-Preview (6% - Minimal):

"While the focus of this paper is on the analysis of the interview data..."

Bridge-Statement (6% - Policy-Driven):

"This paper addresses Portland's contradictions by asking: how are these contradictory realities reconciled?"

See techniques/transitions.md for more patterns.

6. Add Tables (Comparative Only)

If writing a Comparative section, include a table comparing sites:

71% of Comparative sections include tables. This is a signature element.

7. Calibrate Word Count

After drafting, check word count against cluster targets:

If over target:

• Compress geographic description
• Reduce historical detail (unless Deep Historical)
• Cut redundant policy context
• Move demographics to Methods table

If under target:

• Add geographic context
• Expand historical background
• Include demographic statistics
• Add policy/institutional detail

8. Verify Position

CRITICAL: Confirm the section is positioned correctly:

• Policy-Driven: BEFORE theory section
• All others: AFTER theory section

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Guiding Principles

1. Dive Into Substance

Don't open with metadiscourse ("In this section, I describe..."). Start with concrete case information.

2. Match Cluster to Content

Follow the word allocation. Don't write 1,500 words for a Standard section or 500 words for Deep Historical.

3. Parallel Structure for Comparative

If comparing sites, Site B should cover the same dimensions as Site A. Readers should be able to compare.

4. Chronological Organization for Historical

Deep Historical sections tell a story. Name episodes, use dates, trace development.

5. Dense Policy for Policy-Driven

Policy-Driven sections have the highest citation density (1.8 per 100 words). Name legislation, detail mechanisms.

6. Implicit Transitions Are Normal

66% of corpus sections end without explicit transition. The structural break is sufficient.

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Output Files to Create

1. case-section-draft.md - Complete case justification section 2. drafting-notes.md - Notes on word count, components included/omitted, areas needing revision

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When You're Done

Report to the orchestrator:

• Draft complete (yes/no)
• Word count achieved vs. target
• Components included
• Components omitted (with rationale)
• Areas flagged for revision

Example summary:

"Draft complete. 823 words (target: 850). Standard Context cluster. Included: geographic context, historical background (brief), policy environment, demographic statistics. Omitted: institutional description (not relevant). Opening: Phenomenon-Site-Link. Justification: Intrinsic-Interest. Transition: Implicit. Ready for Phase 2: Revision."

Phase 2: Revision

You are executing Phase 2 of case-justification. Your goal is to calibrate the draft against cluster benchmarks and polish the prose.

Why This Phase Matters

Case justification sections follow predictable patterns in length, structure, and component coverage. Reviewers notice sections that deviate significantly from genre norms. This phase ensures your draft matches the conventions of Social Problems and Social Forces.

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Inputs

Before starting, gather: 1. Draft case justification section from Phase 1 2. Assessment memo from Phase 0 (cluster selection, components) 3. Cluster profile from clusters/[cluster].md 4. Benchmarks summary from analysis

---

Your Tasks

1. Word Count Calibration

Check draft against cluster targets:

If too short:

• Add geographic context
• Expand historical background
• Include demographic statistics with citations
• Add policy/institutional detail

If too long:

• Compress geographic description
• Reduce historical detail (unless Deep Historical)
• Move demographics to Methods table
• Cut redundant policy context

If significantly off-target: Consider whether the cluster assignment is correct. A 500-word section trying to be Standard may actually be Minimal. A 1,400-word Standard may need to be Deep Historical.

2. Component Verification

Check that required components are present for the cluster:

Minimal Context (must have)

• [ ] Site identification
• [ ] One or two key features
• [ ] Transition to methods

Standard Context (must have at least 2 of 3)

• [ ] Geographic context OR
• [ ] Historical background OR
• [ ] Policy/legal context
• [ ] Case significance (why this case)

Deep Historical (must have)

• [ ] Chronological narrative
• [ ] Named episodes or periods
• [ ] Multiple subsections (2+)
• [ ] Scholarly positioning citations

Comparative (must have)

• [ ] Parallel site descriptions
• [ ] Variation-leverage statement
• [ ] Site selection rationale
• [ ] Table (strongly recommended - 71% have)

Policy-Driven (must have)

• [ ] Policy/legal description (detailed)
• [ ] BEFORE THEORY position
• [ ] Stakes establishment

3. Citation Density Check

Verify citation density matches cluster norms:

If under-cited:

• Add citations for demographic statistics (Census, institute reports)
• Add scholarly citations for prior research on site
• Add citations for policy/legislation claims

If over-cited:

• Generally not a problem
• Consider whether section is bloated with excessive sourcing

4. Opening Move Assessment

Verify the opening matches cluster conventions:

Prohibited openings across all clusters:

• "In this section, I will describe..."
• "My research setting is..."
• "The purpose of this section is to..."
• "As mentioned above..."

5. Transition Assessment

Verify the transition matches cluster norms:

Note: Implicit transitions (section simply ends) are the norm. Don't add explicit transitions unless the cluster calls for it.

6. Position Verification

CRITICAL: Confirm correct position:

• Policy-Driven: Section appears BEFORE theory section
• All other clusters: Section appears AFTER theory section

If the draft is Policy-Driven but positioned after theory, or vice versa, flag this for user review.

7. Parallel Structure Check (Comparative Only)

For Comparative sections, verify:

• [ ] Site A and Site B receive comparable coverage
• [ ] Same dimensions are addressed for each site
• [ ] Variation-leverage statement explains what comparison enables
• [ ] Table compares sites across relevant dimensions

8. Chronological Logic Check (Deep Historical Only)

For Deep Historical sections, verify:

• [ ] Clear temporal progression
• [ ] Episodes are named and dated
• [ ] Transitions between periods are explicit
• [ ] Summary paragraph connects arc to analysis

9. Prose Polish

Check for common issues:

Remove metadiscourse:

• "It is important to note that..." --> Just state the fact
• "As described above..." --> Remove entirely
• "In this section, I..." --> Remove entirely

Strengthen verbs:

• "There was an increase in..." --> "X increased..."
• "It can be seen that..." --> Remove and state directly

Check parallel construction:

• Lists should have parallel structure
• Site descriptions in Comparative should mirror each other

Verify citations are formatted:

• Check journal citation style
• Verify all facts have sources

10. Final Checklist

All Clusters

• [ ] Word count within acceptable range
• [ ] Required components present
• [ ] Citation density appropriate
• [ ] Opening matches cluster conventions
• [ ] No prohibited metadiscourse
• [ ] Transition present (usually implicit)

Cluster-Specific

Minimal:

• [ ] No tables
• [ ] No extended historical narrative
• [ ] Under 500 words

Standard:

• [ ] Single subsection
• [ ] No comparison tables
• [ ] Positioned after theory

Deep Historical:

• [ ] 2+ subsections
• [ ] Chronological organization
• [ ] Named episodes/periods
• [ ] Summary paragraph

Comparative:

• [ ] Parallel site structure
• [ ] Variation-leverage statement
• [ ] Table present (recommended)

Policy-Driven:

• [ ] BEFORE theory position
• [ ] Dense policy content
• [ ] Specific legislation named

---

Output

Create a revision memo with:

# Case Justification Revision Report

## Word Count
- **Draft**: [X] words
- **Target**: [Y-Z] words
- **Status**: [Within range / Adjusted]

## Component Coverage
- [Component]: [Present/Added/Omitted] - [rationale if omitted]
- ...

## Citation Density
- **Density**: [X] per 100 words
- **Total**: [N] citations
- **Target**: [Y] citations
- **Status**: [Appropriate / Adjusted]

## Structural Elements
- **Opening**: [Type] - [Appropriate / Changed to X]
- **Transition**: [Type] - [Appropriate / Changed to X]
- **Position**: [BEFORE/AFTER theory] - [Correct / ERROR]
- **Subsections**: [N] - [Appropriate / Adjusted]
- **Table**: [Present/Absent] - [Appropriate / Added / N/A]

## Prose Revisions
- [List specific prose improvements made]

## Remaining Issues
- [Any issues user should address]

## Quality Assessment
- **Cluster match**: [Good / Marginal / Reconsider cluster]
- **Calibration**: [Matches norms / Minor deviations / Significant deviations]
- **Ready for submission**: [Yes / Needs further work]

---

When You're Done

Report to the orchestrator:

• Final word count vs. target
• Any structural changes made
• Quality assessment
• Any remaining issues for user

Example summary:

"Revision complete. Final: 847 words (target: 700-1,000). Standard Context calibrated correctly. Added two demographic citations (Census data) to improve citation density from 0.9 to 1.2 per 100 words. Opening (Phenomenon-Site-Link) and transition (Implicit) match cluster norms. All required components present. Ready for user review."

Justification Strategies: Case Justification Sections

Every case justification section must answer the implicit question: "Why this case?" This guide presents the five justification strategies identified in the 32-article corpus.

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Overview

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Type B5: Intrinsic-Interest (38%)

The case is worth studying because it matters in its own right. The site has significance beyond its theoretical utility - it's important, notable, or consequential.

Pattern

"[Site] is [notable/important/significant] because [reasons]."

Examples

Standard Context:

"Kansas has a complex sociopolitical environment towards immigration."

"Anti-immigrant rhetoric fueled the presidential election of 2016 and generated a hostile environment for Latina/o communities across the United States."

Policy-Driven (100% use Intrinsic-Interest):

"The province of Ontario is especially known (or infamous) for its social assistance reform that demonstrated punitive allegiance to neo-liberal prescriptions and the resolute pursuit of market citizenship."

"The study took place during a time of intensified frequency of deportations by the U.S. Department of Homeland Security in the Obama administration."

Deep Historical:

"The year 2011 was an important moment in the political history of contemporary Russia."

When to Use

• When the case has real-world significance
• When policy relevance is central
• When the site is notable, notorious, or consequential
• In Policy-Driven sections (always)

When to Avoid

• When the case's importance is primarily theoretical
• When variation-leverage is the real logic (use Variation-Leverage instead)

---

Type B1: Theoretical-Fit (22%)

The case was selected because it provides ideal conditions for observing theoretical processes or testing theoretical propositions.

Pattern

"[Site] presents a valuable case for understanding [theoretical process] because [conditions]."

Examples

Standard Context:

"Emirati women present a valuable case for understanding how households manage earmarking under conditions where..."

"The case illuminates therapeutic governance..."

Deep Historical:

"While several accounts seeking to explain the Egyptian Uprising of 2011 begin with the killing of Khaled Said... it seems more appropriate to date the origins of this episode of collective contestation to the beginning of the new millennium."

When to Use

• When case selection logic is explicitly theoretical
• When conditions at the site map onto theoretical processes
• When extending or testing existing theory

When to Avoid

• When intrinsic importance is the primary logic
• In Policy-Driven sections (policy is foreground, not theory)
• In Comparative sections (use Variation-Leverage instead)

---

Type B2: Empirical-Extremity (16%)

The case represents an extreme, deviant, or paradigmatic instance. It's significant because it's first, most, or distinctive in some empirically meaningful way.

Pattern

"[Site] was [the first/most significant/one of the most important] [X]."

Examples

Deep Historical:

"Nashville was one of the most significant movement centers in the overall southern civil rights struggle, and we have unusually rich data on its movement participants."

"A latecomer in the contemporary women's movement, the U.S. anti-domestic violence movement or the 'battered women's movement' began in 1973..." [California and Minnesota as "first"]

Comparative:

"Unlike King, Chavez does not require these courses for graduation and does not employ college professors to teach them."

When to Use

• When the case is empirically distinctive
• When "first," "most," or "extreme" language applies
• In historical cases with paradigmatic status
• When data availability is unusually rich

When to Avoid

• When the case is typical or ordinary
• When theoretical fit matters more than empirical distinction

---

Type B3: Variation-Leverage (16%)

The comparison between sites enables analytical traction. Differences or similarities across sites allow you to isolate mechanisms or test scope conditions.

Pattern

"By comparing [Site A] and [Site B], we can [analytical payoff]."

Examples

Comparative (signature strategy - 57% of Comparative sections):

"By controlling for stroll type, we believe the comparison will be richer and will minimize the likelihood that other confounding variables... could serve as an alternative explanation for our findings instead of extent of gentrification."

"Unlike King, Chavez does not require these courses for graduation and does not employ college professors to teach them."

"Comparatively, SBR runs through Ward 7, a stroll that is also close to public transportation and a major highway, but one that has experienced almost no development or neighborhood-level change during the same period of time."

"This move generates a dramatic change in families' residential contexts."

When to Use

• In Comparative sections (essential)
• When site differences provide analytical leverage
• When controlling for or varying specific features
• When matched-pair or most-different logic applies

When to Avoid

• In single-site studies (use other strategies)
• When sites are not being systematically compared

NOTE: This is the SIGNATURE justification for Comparative sections. It is essentially required.

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Type B4: Access-Driven (9%)

The case was selected because of research access - an opportunity arose to study this site. This is a candid acknowledgment that site selection was pragmatic.

Pattern

"We were fortunate to gain access to [site]."

Examples

Minimal Context:

"Given this interest, we were fortunate to gain access to students in a sociology course about why the gender gap in leadership exists."

With Limitations Acknowledged:

"While others have interviewed young people about their gender beliefs... we sought to determine whether and why their beliefs might feasibly change."

When to Use

• When access truly drove site selection
• In Minimal Context sections
• When extensive contextualization would misrepresent selection logic
• When paired with appropriate scope limitations

When to Avoid

• When other justifications are available
• In longer sections where access seems insufficient
• When intrinsic importance or theoretical fit actually applies

NOTE: This is the rarest justification (9%) and appears primarily in Minimal Context. Use sparingly.

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Justification Strategy Distribution by Cluster

Key Patterns

1. Policy-Driven uses Intrinsic-Interest exclusively (100%) 2. Comparative requires Variation-Leverage (57% - signature strategy) 3. Deep Historical splits between Theoretical-Fit and Empirical-Extremity 4. Standard Context is balanced between Intrinsic-Interest and Theoretical-Fit 5. Access-Driven is rare and limited to Minimal Context

---

Choosing a Justification Strategy

Decision Framework

1. Is this a Comparative section? → Variation-Leverage (required)

2. Is this a Policy-Driven section? → Intrinsic-Interest (policy matters in its own right)

3. Is the case empirically distinctive (first, most, extreme)? → Empirical-Extremity

4. Does the case provide ideal conditions for theory? → Theoretical-Fit

5. Is the case important beyond theory? → Intrinsic-Interest

6. Was access the primary reason for site selection? → Access-Driven (use sparingly, Minimal only)

Combining Strategies

Some sections combine strategies. For example:

• Deep Historical might use both Empirical-Extremity (Nashville as significant movement center) AND Theoretical-Fit (ideal conditions for studying relational networks)
• Standard Context might use both Intrinsic-Interest (policy relevance) AND Theoretical-Fit (case illuminates process)

When combining, lead with the primary justification.

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Common Errors

Weak Justifications to Avoid

• "This case is interesting" - Too vague; specify why
• "Little research has examined X" - This is literature gap, not case justification
• "I had access" - Insufficient for most sections
• "This case is typical" - Why not study another typical case?

Stronger Alternatives

• Weak: "Portland is an interesting case."
• Strong: "Despite its overall demographic homogeneity, the Portland metropolitan area is home to some of the most racially diverse communities in the state of Oregon."

• Weak: "We had access to this organization."
• Strong: "Given this interest, we were fortunate to gain access to students in a sociology course about why the gender gap in leadership exists." [Note: combines access with theoretical purpose]

---

Templates by Strategy

Intrinsic-Interest Template

"[Site/Case] is [notable characteristic]. [Evidence of significance - e.g., policy changes, public attention, scholarly debate]. This [policy/situation/context] makes [site] a [valuable/important/revealing] case for understanding [phenomenon]."

Theoretical-Fit Template

"[Site/Case] presents a valuable case for understanding [theoretical concept/process] because [conditions present at site]. These conditions allow us to observe [theoretical mechanism] in action."

Empirical-Extremity Template

"[Site/Case] was [the first/most significant/one of the most important] [empirical characteristic]. [Evidence supporting extreme status]. We have [unusually rich data/unique access] on [aspect]."

Variation-Leverage Template

"By comparing [Site A] and [Site B], we can examine [analytical payoff]. [Site A] provides [characteristics], while [Site B] provides [contrasting characteristics]. This variation enables us to [isolate/test/examine] [mechanism/scope condition]."

Access-Driven Template

"Given [research interest/theoretical concern], we gained access to [site/population]. While [appropriate scope limitation], this opportunity allowed us to examine [phenomenon]."

Opening Moves: Case Justification Sections

This guide presents the five opening move types identified in the 32-article corpus, with examples and usage guidance.

---

Overview

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Type A4: Phenomenon-Site-Link (50%)

The most common opening connects the phenomenon under study to the research site. This opening establishes both what you're studying and where, positioning them in relation to each other.

Pattern

"[Phenomenon] + [Site Connection]"

Examples

Standard Context:

"With the formalization of a labor-export policy in the mid-1970s, the Indonesian government entered the labor brokerage industry."

"Ghostwriting is not a new form of work."

Deep Historical:

"This section lays the groundwork for the subsequent analysis of the role of relational networks within the broader Cairo-based political opposition during the January 25 Uprising."

"The definitively populist Yellow Vest movement explicitly rejects leadership, unions, parties, nationalism, right-wing or left-wing identifications, xenophobia, and business interests."

Policy-Driven:

"The deportation-carceral system reflects three key changes in immigration enforcement since the 1990s."

"Despite its overall demographic homogeneity, the Portland metropolitan area is home to some of the most racially diverse communities in the state of Oregon."

When to Use

• When you want to immediately connect your theoretical concerns to the empirical case
• When the phenomenon is more important than the site's geographic identity
• Works across all clusters

When to Avoid

• When readers need geographic orientation first
• When the site has distinctive features that should lead

---

Type A2: Geographic-Introduction (19%)

Opens with the site's geographic identity and characteristics. Common in Standard Context and Comparative clusters where location matters.

Pattern

"[Site] is [geographic description]."

Examples

Standard Context:

"Kansas is a re-emerging destination for Latina/o immigrants."

"The UAE is a small Islamic federation of nearly ten million residents in the Arab Gulf."

Comparative:

"In 2011, the District of Columbia lost its minority-majority status."

When to Use

• When the site is not widely known and needs introduction
• When geographic features are analytically important
• When establishing regional context matters

When to Avoid

• When the site is well-known (unnecessary)
• When phenomenon matters more than location
• In Deep Historical (history should lead) or Policy-Driven (policy should lead)

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Type A3: Institutional-Description (16%)

Opens with a description of the institution, organization, or organizational field being studied.

Pattern

"[Institution/Organization] [does/includes/is characterized by X]."

Examples

Minimal Context:

"This network of colleges includes over 215,000 students, 21,000 faculty, and over two million living alumni."

Comparative:

"The first research site was an affluent suburban county in the South that housed two school districts."

Policy-Driven:

"In New York State, the site of this study, the child support agency is charged with opening a child support case, establishing paternity, and locating noncustodial parents."

When to Use

• When studying a specific organization or institution
• When institutional features define the case
• In Comparative sections when describing sites as organizations

When to Avoid

• When the site is geographic rather than organizational
• When policy context should lead

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Type A5: Research-Setting (9%)

Opens with a statement about the research project or data collection context. Most common in Minimal Context, especially for mixed-methods designs.

Pattern

"[Data/Study description] + [brief context]"

Examples

Minimal Context:

"The data we present here were collected as part of a study of police traffic stops and their effects on police-community relations."

"While others have interviewed young people about their gender beliefs and show the consequences of their beliefs for inequality, we sought to determine whether and why their beliefs might feasibly change."

When to Use

• When the study design or data source needs front-and-center positioning
• In mixed-methods studies where qualitative follows quantitative
• When access or timing defines the research opportunity
• Primarily in Minimal Context

When to Avoid

• When readers need substantive case context
• In longer sections (Standard, Deep Historical, Comparative)
• When this would read as purely methodological

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Type A1: Historical-Periodization (6%)

Opens with a temporal marker or historical statement that positions the case in time. Signature opening for Deep Historical and Policy-Driven.

Pattern

"[Time marker/Historical statement about when phenomenon began/emerged]"

Examples

Deep Historical:

"A latecomer in the contemporary women's movement, the U.S. anti-domestic violence movement or the 'battered women's movement' began in 1973..."

"The year 2011 was an important moment in the political history of contemporary Russia, the year of Parliamentary elections that sparked mass protests in big Russian cities, the largest in two decades."

Policy-Driven:

"A hallmark of the Canadian social policy climate of the 1990s, social assistance reform was constituted as necessary to address government debts and deficits - the fiscal crisis of the welfare state."

When to Use

• When historical development is central to the case
• In social movement studies
• When tracing policy evolution
• When the case has a clear origin date

When to Avoid

• When historical context is background, not foreground
• In Minimal or Standard Context (unless brief historical note)
• When readers need geographic orientation first

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Opening Move Distribution by Cluster

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Prohibited Openings (All Clusters)

Never open with:

• Metadiscourse: "In this section, I will describe..."
• Passive hedges: "It is important to note that..."
• Self-reference: "My research setting is..."
• Purpose statements: "The purpose of this section is to..."
• Backwards reference: "As mentioned above..."

Instead, dive directly into substantive case information.

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Choosing an Opening Move

Decision Framework

1. Is the phenomenon more important than the site? → Phenomenon-Site-Link

2. Do readers need geographic orientation? → Geographic-Introduction

3. Is this an organizational study? → Institutional-Description

4. Is this mixed-methods or access-driven? → Research-Setting

5. Is historical development central? → Historical-Periodization

Default Recommendation

When unsure, use Phenomenon-Site-Link. At 50% prevalence, it's the most common and most versatile opening. It works across all clusters and immediately connects theory to empirics.

Transitions: Case Justification Sections

How case justification sections end and transition to the next section (typically Methods). This guide presents the four transition patterns identified in the 32-article corpus.

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Overview

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Type E3: Implicit Transition (66%)

The most common approach: the section simply ends, and the structural break to the next section (usually Methods) carries readers forward without explicit transition language.

Pattern

Section concludes with final substantive statement. No transition phrase. Next section begins.

Examples

Standard Context:

"This anti-immigrant context emerges from a long history of immigration policies that criminalize undocumented migration and racialize illegality, linking stereotypes of Mexican origin to perceptions of illegality."

>

[Section ends. Methods section begins.]

Deep Historical:

"The vignettes presented in this section provided a broad overview of four major episodes of collective contestation involving the Cairo-based political opposition during the decade preceding the 2011 uprising, showing how relational networks within and across different movement organizations in this sector emerged and evolved over time."

>

[Section ends. Analysis or Methods begins.]

Policy-Driven:

"New laws also made it harder for deportees to fight their cases, enabling expedited removal without due process or judicial review."

>

[Section ends. Theory section follows.]

When to Use

• Default for all clusters
• When structure is clear and readers don't need explicit guidance
• When the section ends on a strong substantive note

Cluster Distribution

• Minimal: 60%
• Standard: 73%
• Deep Historical: 80%
• Comparative: 43%
• Policy-Driven: 75%

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Type E4: Integrated Transition (22%)

Methods content is woven into the case section itself, so there's no need for a sharp transition - the section already contains methodological information.

Pattern

Case section includes interview details, sample description, or data collection information. Methods section may be abbreviated or absent.

Examples

Comparative (signature transition - 43%):

"Interviews lasted 45 minutes on average. All interviews occurred in the SROs' assigned schools throughout the regular school day and covered a variety of topics related to the implementation of SROs in the district."

Standard Context:

"Our sample included 47 participants who completed semi-structured interviews lasting 60-90 minutes."

What Gets Integrated

• Interview duration and format
• Sample size and composition
• Data collection location
• Brief protocol description

When to Use

• When describing multiple sites (Comparative) - sample details per site
• When methods are straightforward and brief
• When tight word limits require compression

Cluster Distribution

• Minimal: 20%
• Standard: 18%
• Deep Historical: 20%
• Comparative: 43% (signature)
• Policy-Driven: 0%

NOTE: Integrated transitions are the signature pattern for Comparative sections because describing each site naturally includes information about sampling at each site.

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Type E1: Data-Preview Transition (6%)

Brief mention of what the data or analysis will show, setting up the transition to findings or methods.

Pattern

"While the focus of this paper is on [X], [brief mention of what data will show]..."

Examples

Minimal Context:

"While the focus of this paper is on the analysis of the interview data, some findings from the survey of staff will be included."

Standard Context:

"Through statistical analyses of these data, we did not find consistent patterns of racial disparities in who gets stopped citywide... However, we did find significant disparities in several post-stop outcomes."

When to Use

• In mixed-methods studies when transitioning from quantitative to qualitative
• When briefly foreshadowing findings
• Primarily in Minimal Context

Cluster Distribution

• Minimal: 20%
• Standard: 9%
• Deep Historical: 0%
• Comparative: 0%
• Policy-Driven: 0%

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Type E2: Bridge-Statement Transition (6%)

An explicit statement, often a question, that connects the case context to what theory will address.

Pattern

"This paper addresses [contradiction/puzzle] by asking: [research question]?"

Examples

Policy-Driven:

"This paper addresses Portland's contradictions by asking: how are these contradictory realities reconciled in the lives of Portlanders of color?"

Standard Context:

"How do women navigate these competing expectations? The analysis below examines..."

When to Use

• When ending with a question that theory will address
• In Policy-Driven sections (where case precedes theory)
• When emphasizing the puzzle your research addresses

Cluster Distribution

• Minimal: 0%
• Standard: 0%
• Deep Historical: 0%
• Comparative: 14%
• Policy-Driven: 25%

NOTE: Bridge-Statements are most common in Policy-Driven sections because these sections set up the puzzle that the theory section will address.

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Transition Patterns by Cluster

Key Patterns

1. Implicit dominates - 66% overall, majority in every cluster 2. Integrated is Comparative's signature - 43% (methods per site) 3. Bridge-Statement appears in Policy-Driven - 25% (setting up theory) 4. Data-Preview is Minimal only - mixed-methods studies

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Choosing a Transition Type

Decision Framework

1. Is this a Comparative section with methods per site? → Integrated (describe methods within site descriptions)

2. Is this Policy-Driven, setting up a theoretical puzzle? → Bridge-Statement or Implicit

3. Is this mixed-methods with quantitative findings previewed? → Data-Preview

4. Is the structure clear without explicit transition? → Implicit (default)

Default Recommendation

When unsure, use Implicit. At 66% prevalence, it's the norm. Explicit transitions can sound labored or unnecessary when structure is clear.

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Common Errors

Over-Transitioning

Avoid:

"Having described the research context, I now turn to the methods section, where I describe how I collected and analyzed the data."

This is unnecessary metadiscourse. The structural break is sufficient.

Under-Transitioning When Bridge Needed

Policy-Driven sections that set up puzzles benefit from Bridge-Statements:

Weak ending (for Policy-Driven):

"The Ontario Works Act slashed benefits by 21.6 percent."

Stronger ending (with Bridge):

"This context raises the question: how do recipients navigate a system explicitly designed to degrade them?"

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Templates by Transition Type

Implicit Template

[Final substantive statement about the case. Period.]

>

## Methods

[New section begins]

Integrated Template

[Site/case description]. Interviews with [N] respondents were conducted between [dates], lasting [duration]. Participants were recruited through [channels].

>

[Continue with analysis or brief additional methods]

Data-Preview Template

While the focus of this paper is on [primary data type], [secondary data type] will also be discussed. [Brief preview of what data reveal].

>

## Methods

[New section begins]

Bridge-Statement Template

[Statement of puzzle or contradiction established by case context]. This paper addresses this [puzzle/contradiction] by asking: [research question]?

>

## Theoretical Framework

[Theory section begins]

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Special Considerations

Position Affects Transition Choice

BEFORE theory (Policy-Driven only):

• Bridge-Statement is appropriate
• Section sets up the puzzle that theory addresses
• Research question can end the section

AFTER theory (all other clusters):

• Implicit is default
• Integrated works for Comparative
• Data-Preview for mixed-methods

Don't Force Explicit Transitions

If the section ends strongly and structure is clear, let it be. Explicit transitions often add words without adding meaning. The 66% prevalence of Implicit transitions indicates that readers navigate structural breaks effectively.