Scoring Data

India: Religious Freedom Issues (R45303)

CID-0019 Congressional Research Service 2018 Policy Report Rubric v0.3.2

Dimension-by-dimension CID Rubric scores
Dim Dimension Score Weight Flag
D1 Definitional Precision 5 12%
D2 Classification Rigor N/A 18%
D3 Case Capture & Sampling N/A 15%
D4 Coverage Symmetry 5 15% Universalist title with directionally skewed content
D5 Source Independence 7 10%
D6 Verification Standards 6 18%
D7 Transparency & Governance 8 5%
D8 Counter-Evidence 4 7% No limitations section despite recommendations
Composite Score 5.69 Deficient

Metrics

Denominator Rate
74%
43 of 58 numeric claims
Share of numeric claims that include a denominator or base rate. Low rates suggest missing context.
Self-Citation Rate
0%
citations from org or affiliates
How often the report cites its own organization or close affiliates. High rates reduce source independence.
Critical Flags
0
of 4 total flags
Flags at "high" or "severe" severity — methodological issues that materially affect the score.

Methodology Flags

Medium: D4 · Scope Claim Gap

Scope: Universalist title ('Religious Freedom Issues') with content directionally skewed toward anti-Muslim concerns. 100% of directional terms flag anti-Muslim.

Medium: D8 · No Limitations Section

Scope: No limitations section. Recommendations present. Pipeline flags advocacy orientation despite CRS nonpartisan mandate.

Minor: D6 · Yoy No Capacity Control

Scope: Year-over-year communal violence statistics (28% increase, 17% increase) cited without controlling for changes in Home Ministry reporting infrastructure.

Minor: D5 · Advocacy Source Dependence

Scope: 7 HRW citations, 16 USCIRF mentions as primary interpretive frame. 0 academic sources. Analytical frame shaped by advocacy organizations despite institutional independence.

Scoring Notes

D1

Definitional Precision

Adapted
5/10 12% weight

Hindutva and Sangh Parivar organizations defined with taxonomic precision. Historical communal violence episodes function as worked examples. 'Religious freedom' — the report's central concept — never operationalized. No severity framework distinguishing types of violations. Speech incidents and physical violence not dimensionally separated.


D2

Classification Rigor

N/A
18% weight

N/A for TYPE 7. No original data collection or coding scheme.


D3

Case Capture & Sampling

N/A
15% weight

N/A for TYPE 7. No sampling frame.


D4

Coverage Symmetry

5/10 15% weight

Universalist title with directionally skewed content

Title 'India: Religious Freedom Issues' implies comprehensive scope. Pipeline directionality: 100% of directional content flags anti-Muslim. Muslim target/agent ratio 15:1; Hindu ratio 3.5:1. Historical sections cover bidirectional violence (Godhra, 1984 pogroms). Contemporary analysis assumes unidirectional threat (Hindu nationalist governance → minority vulnerability). Anti-Hindu violence in Kerala, West Bengal, J&K during 2017–2018 absent. Partial Swap Test pass: historical framework neutral, contemporary framework directional.


D5

Source Independence

7/10 10% weight

CRS is structurally independent — congressional funding, no advocacy mandate, no fundraising, career nonpartisan staff. No circular sourcing or self-citation. Source selection skews: 0 academic sources, 7 HRW citations, 16 USCIRF mentions as primary interpretive frame. Advocacy-critical organizations heavily cited; supportive or neutral sources underrepresented. Independence is institutional but source selection introduces asymmetry.


D6

Verification Standards

Adapted
6/10 18% weight

54 URLs across 24 unique domains. Government sources dominant (28 of 54). Most empirical claims carry footnotes to traceable sources (Census, Home Ministry, Pew). Year-over-year communal violence statistics lack monitoring-capacity controls. No verification tier system — government data, media analysis, and advocacy claims receive identical citation treatment. Report itself is Tier 1 (publicly available). Underlying sources mostly Tier 1/2.


D7

Transparency & Governance

8/10 5% weight

Congressional appropriation fully disclosed. Named authors with institutional affiliation. Career nonpartisan staff subject to nonpartisanship requirements. Explicit disclaimer on analytical independence. No data ethics policy, no external methodology review, no individual conflict-of-interest disclosure — caps below exemplary but institutional structure is the cleanest in the corpus.


D8

Counter-Evidence

4/10 7% weight

No limitations section despite recommendations

Includes counterbalancing data points (Modi 88% favorability, Godhra Hindu victims, BJP voter statistics). No limitations section. No engagement with criticism of the rights-advocacy interpretive framework. No discussion of whether USCIRF and HRW assessments are themselves contested. No corrections policy. Pipeline flags advocacy orientation (recommendations present, limitations absent).

Citation Context

How this report's findings have been cited or applied after publication. Severity reflects the gap between what the report establishes and how it was represented.

Additional Citations Tracked (1)

U.S. Congress

Scope: Synthesis of USCIRF assessments, HRW reports, and government data with directional coverage emphasis

CRS reports are cited by legislators as independent analysis. When claims originate from USCIRF or HRW and pass through CRS, the citation chain creates an independence premium the underlying methodology does not fully earn.