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Field
Last Published
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Before
April 29, 2026 03:37 PM
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After
May 05, 2026 08:05 AM
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Field
Primary Outcomes (End Points)
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Before
Data quality indicators:
Data accuracy (match rates between enumerator-observed and respondent-reported dwelling characteristics and observation items); internal consistency (FIES attention check, PHQ-8 attention check, locus of control consistency, climate adaptation question pair consistency, income aggregate vs. itemized discrepancy); enumerator-assessed interview quality (1–10 ladder); paradata-based measures (interview duration, response heaping, straightlining, acquiescence bias, RISSK Unit Risk Score).
Substantive welfare outcomes:
PHQ-8 score and share with any depressive symptoms (score ≥ 4); FIES raw score; total household labor income (aggregated from sources); child school attendance and absenteeism; any work in last week and hours worked; road conditions (water/mud visible); flood likelihood perception.
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After
Data quality indicators:
Data accuracy (match rates between enumerator-observed and respondent-reported dwelling characteristics and observation items); internal consistency (FIES attention check, PHQ-8 attention check, locus of control consistency, climate adaptation question pair consistency, income aggregate vs. itemized discrepancy); enumerator-assessed interview quality (1–10 ladder); paradata-based measures (interview duration, response heaping, straightlining, acquiescence bias, RISSK Unit Risk Score).
Substantive welfare outcomes:
PHQ-8 score; FIES raw score; total household labor income (aggregated from sources); child school attendance and absenteeism; any work in last week and hours worked and employment status (working, unemployed, inactive); road conditions (water/mud visible); flood likelihood perception.
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Field
Primary Outcomes (Explanation)
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Before
PHQ-8 score: Sum of eight items (Q2–Q9), each scored 0–3 (range 0–24). Excludes planted attention-check item (Q10). Share with any depressive symptoms defined as score ≥ 4.
FIES raw score: Count of “Yes” responses across eight standard items (Q2–Q9, range 0–8). Excludes planted attention-check item (Q10).
Income: Sum of itemized labor income sources (wages/salary, business profits, farm profits, other labor income) as reported by respondent.
Data accuracy index: Inverse-covariance-weighted index (Anderson 2008) combining match rates across dwelling characteristic and observation item benchmarks.
Consistency check index: Inverse-covariance-weighted index combining binary indicators for correct responses to FIES, PHQ-8, locus of control, and climate adaptation consistency checks.
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After
PHQ-8 score: Sum of eight items (Q2–Q9), each scored 0–3 (range 0–24). Excludes planted attention-check item (Q10).
FIES raw score: Count of “Yes” responses across eight standard items (Q2–Q9, range 0–8). Excludes planted attention-check item (Q10).
Income: Sum of itemized labor income sources (wages/salary, business profits, farm profits, other labor income) as reported by respondent.
Data accuracy index: Inverse-covariance-weighted index (Anderson 2008) combining match rates across dwelling characteristic and observation item benchmarks.
Consistency check index: Inverse-covariance-weighted index combining binary indicators for correct responses to FIES, PHQ-8, locus of control, and climate adaptation consistency checks.
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Field
Secondary Outcomes (End Points)
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Before
Depressive symptom severity categories (mild, moderate, moderately severe, severe); binary food insecurity indicators; income by source; days of school absence; work by type; job search; WASH indicators; climate adaptation perceptions (inverse framing); within-household outcome agreement; enumerator feedback index.
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After
Share with any depressive symptoms (score ≥ 4); Depressive symptom severity categories (moderate, moderately severe, severe); binary food insecurity indicators; income by source; days of school absence; work by type; WASH indicators; climate adaptation perceptions (inverse framing); within-household outcome agreement; enumerator feedback index.
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Field
Secondary Outcomes (Explanation)
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Before
Severity categories for PHQ-8: mild (5–9), moderate (10–14), moderately severe (15–19), severe (20–24). Within-household agreement computed as the degree of concordance between the two respondents’ reports on household-level outcomes.
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After
Severity categories for PHQ-8: mild (5–9), moderate (10–14), moderately severe (15–19), severe (20–24). Within-household agreement computed as the degree of concordance between the two respondents’ reports on household-level outcomes.
Severity categories for FIES: > 3 = moderately food insecure, > 6 = severely food insecure
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