Replication Data for: Productivity Gains and Work Conditions in Coercive Labor Markets: Experimental Evidence from the Bangladesh Brick Sector (doi:10.7910/DVN/6OTWY2)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Replication Data for: Productivity Gains and Work Conditions in Coercive Labor Markets: Experimental Evidence from the Bangladesh Brick Sector

doi:10.7910/DVN/6OTWY2

Harvard Dataverse

2026-06-03

1

Miller, Grant; Biswas, Debashish; Mahajan, Aprajit; Babiarz, Kimberly; Brooks, Nina; Brunner, Jessie; Ashraf, Sania; Shane, Jack; Scarabosio, Alvise; Maithel, Sameer; Ahmed, Shoeb; Mahzab, Moogdho; Uddin, Mohammad Rofi; Rahman, Md. Mahbubur; Luby, Stephen, 2026, "Replication Data for: Productivity Gains and Work Conditions in Coercive Labor Markets: Experimental Evidence from the Bangladesh Brick Sector", https://doi.org/10.7910/DVN/6OTWY2, Harvard Dataverse, V1, UNF:6:5gO37d/Ub7S+daFlBq5uOw== [fileUNF]

Replication Data for: Productivity Gains and Work Conditions in Coercive Labor Markets: Experimental Evidence from the Bangladesh Brick Sector

doi:10.7910/DVN/6OTWY2

Miller, Grant (Stanford University)

Biswas, Debashish (The University of Western Australia)

Mahajan, Aprajit (University of California, Berkeley)

Babiarz, Kimberly (Stanford University)

Brooks, Nina (University of Michigan, Ann Arbor)

Brunner, Jessie (Stanford University)

Ashraf, Sania (RARE)

Shane, Jack (Stanford University)

Scarabosio, Alvise (Stanford University)

Maithel, Sameer (Greentech Knowledge Solutions)

Ahmed, Shoeb (Bangladesh University of Engineering and Technology)

Mahzab, Moogdho (Poverty, Gender, and Inclusion Unit, International Food Policy Research Institute)

Uddin, Mohammad Rofi (International Centre for Diarrhoeal Disease Research)

Rahman, Md. Mahbubur (nternational Centre for Diarrheal Disease Research)

Luby, Stephen (Stanford University)

Harvard Dataverse

Miller, Grant

Scarabosio, Alvise

2026-06-02

https://doi.org/10.7910/DVN/6OTWY2

Earth and Environmental Sciences, Social Sciences

Data and code to replicate the analysis from "Productivity Gains and Work Conditions in Coercive Labor Markets: Experimental Evidence from the Bangladesh Brick Sector".

<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>

• Number of cases: 276

• No. of variables per record: 1

• Type of File: text/tab-separated-values

UNF:6:uelX8k4xH6tHpEyzVhhTxA==

• Number of cases: 246

• No. of variables per record: 77

• Type of File: text/tab-separated-values

UNF:6:54wraYgwRnVxHMpeC4gOLg==

• Number of cases: 276

• No. of variables per record: 18

• Type of File: text/tab-separated-values

UNF:6:0nv9hq4Vx2rapQq3N5q1Kw==

• Number of cases: 357

• No. of variables per record: 26

• Type of File: text/tab-separated-values

UNF:6:i9IhBG+gQ1xFCFpV8gi4cg==

• Number of cases: 48

• No. of variables per record: 2

• Type of File: text/tab-separated-values

UNF:6:rLhOjDJeK0ynmJ4CvEo/IA==

• Number of cases: 1442

• No. of variables per record: 19

• Type of File: text/tab-separated-values

UNF:6:2Yj061DVGQj0oVSmKLIu/A==

• kiln_id
• kiln_id
• r1 - (max) r1
• r2 - (max) r2
• r3 - (max) r3
• r4 - (max) r4
• ep1 - (max) ep1
• ep2 - (max) ep2
• ep5_liberal - (max) ep5_liberal
• ep5_conservative - (max) ep5_conservative
• ep6 - (max) ep6
• ep7 - (max) ep7
• ep8 - (max) ep8
• pl1 - (max) pl1
• pl5_liberal - (max) pl5_liberal
• pl5_conservative - (max) pl5_conservative
• dc1_liberal - (max) dc1_liberal
• dc1_conservative - (max) dc1_conservative
• dc2_conservative - (max) dc2_conservative
• dc2_liberal - (max) dc2_liberal
• dc4_conservative - (max) dc4_conservative
• dc4_liberal - (max) dc4_liberal
• fm1_liberal - (max) fm1_liberal
• fm1_conservative - (max) fm1_conservative
• fm2 - (max) fm2
• fm3 - (max) fm3
• fm4 - (max) fm4
• dd1 - (max) dd1
• dd4 - (max) dd4
• v1 - (max) v1
• v3 - (max) v3
• v8 - (max) v8
• child_labor_exists - Child Labor Exists at Kiln
• child_labor_lt14 - Child Labor Exists at Kiln for Children Under 14
• treatment_reg - (max) treatment_reg
• strata - (max) strata
• count_child_labor - (max) count_child_labor
• count_under_14 - (max) count_under_14
• trafficking_prif_conservative - Trafficked Worker at Kiln (Conservative)
• trafficking_prif_liberal - Trafficked Worker at Kiln (Liberal)
• pct_class_1_brick - (max) pct_class_1_brick
• technical_only - (max) technical_only
• trafficking_count_conservative - Count of Trafficked Workers at Kiln (Conservative)
• trafficking_count_liberal - Count of Trafficked Workers at Kiln (Liberal)
• kiln_owner_experience_years - Owner Experience (Years)
• kiln_jashore_intervention_knowle - Jashore Pilot Intervention Knowledge
• kiln_jashore_owner_interaction - Jashore Owner Interaction
• kiln_zigzag_year - Zigzag Year
• kiln_water_adjacent - Water Adjacent
• kiln_bricks_fired_lakhs - Bricks Fired (100,000s)
• kiln_circuits_completed - Circuits Completed
• class_1_production_share_percent - Class 1 Production Share (\%)
• production_cost_estimate_bdt_per - Production Cost BDT (per 1K Bricks)
• total_workers - Total Workers
• joint_ownership - Joint Ownership
• total_indicators_conservative - Weighted Count of Indicators at Kiln (Conservative)
• total_indicators_liberal - Weighted Count of Indicators at Kiln (Liberal)
• target_indicators_conservative - (sum) target_indicators_conservative
• target_indicators_liberal - (sum) target_indicators_liberal
• trafficking_prif_total - (count) trafficking_prif
• total_strong_indicators_cons_k
• total_strong_indicators_lib_k
• total_medium_conservative_k
• total_medium_liberal_k
• total_indicators_conservative_k - Weighted Count of Unique Indicators at Kiln (Conservative)
• total_indicators_liberal_k - Weighted Count of Unique Indicators at Kiln (Liberal)
• target_indicators_conservative_k - Weighted Count of Target Indicators at Kiln (Conservative)
• target_indicators_liberal_k - Weighted Count of Target Indicators at Kiln (Liberal)
• total_indicators_cons_k_w25
• target_indicators_cons_k_w25
• total_indicators_cons_k_w33
• target_indicators_cons_k_w33
• total_indicators_cons_k_w50
• target_indicators_cons_k_w50
• total_indicators_cons_k_w75
• target_indicators_cons_k_w75
• total_indicators_cons_k_w100
• target_indicators_cons_k_w100
• kiln_id
• adopter
• sec
• specific_fuel_consumption
• fuel_spending_per_brick
• pct_class_1_brick
• soil_cost_1k
• clay_prep_moulding_cost
• coal_prep_cost_per_season
• brick_loading_cost
• firemen_cost_per_season
• brick_unloading_cost
• class_1_production_share_percent
• production_cost_estimate
• annual_production_actual
• treatment
• strata
• treatment_reg
• kiln_id
• blocks
• kiln_owner_experience_years
• kiln_jashore_intervention_knowle - kiln_jashore_intervention_knowledge
• kiln_jashore_owner_interaction
• kiln_zigzag_year
• kiln_water_adjacent
• kiln_bricks_fired_lakhs
• kiln_circuits_completed
• class_1_production_share_percent
• production_cost_estimate_bdt_per - production_cost_estimate_bdt_per_1k_bricks
• fired_brick_weight_kg
• kiln_district
• treatment
• original_sample
• total_workers
• higher_sec_plus
• highland
• shared_sardar
• joint_ownership
• combined
• ineligible
• not_operated
• demolished
• any_inelig_notoper_demolished
• dup
• parent_key
• migration_child_age
• kiln_id
• treatment_reg
• strata
• molding_cost_post
• molder_wages_post - Molder Wages (Owner-Reported)
• brick_loader_cost_post - brick_loading_cost_bdt_per_1k_bricks.x
• brick_loader_wages_post - Brick Loader Wages (Owner-Reported)
• firemen_cost_post - firemen_cost_bdt_per_season.x
• firemen_wages_post - Firemen Wages (Owner-Reported)
• brick_unloader_cost_post - brick_unloading_cost_bdt_per_1k_bricks.x
• brick_unloader_wages_post - Brick Unloader Wages (Owner-Reported)
• molding_cost_pre
• molder_wages_pre - Molder Wages Baseline (Owner-Reported)
• brick_loader_cost_pre - brick_loading_cost_bdt_per_1k_bricks.y
• brick_loader_wages_pre - Brick Loader Wages Baseline (Owner-Reported)
• firemen_cost_pre - firemen_cost_bdt_per_season.y
• firemen_wages_pre - Firemen Wages Baseline (Owner-Reported)
• brick_unloader_cost_pre - brick_unloading_cost_bdt_per_1k_bricks.y
• brick_unloader_wages_pre - Brick Unloader Wages Baseline (Owner-Reported)

f13986578 Location:

Summary Statistics: StDev 10156.279529199843; Mean 40767.735507246376; Valid 276.0; Min. 18001.0; Max. 65038.0

Variable Format: numeric

Notes: UNF:6:uelX8k4xH6tHpEyzVhhTxA==

f13986572 Location:

Summary Statistics: Mean 41088.62195121951; Valid 246.0; Min. 18001.0; StDev 10230.498197983556; Max. 65038.0;

Variable Format: numeric

Notes: UNF:6:hyuHFQYOMoWlOofuoyyWfA==

f13986572 Location:

Summary Statistics: Max. 1.0; Valid 246.0; Min. 0.0; Mean 0.13821138211382117; StDev 0.34582532460076626;

Variable Format: numeric

Notes: UNF:6:ppU0djSEHHqOZ9ta6jDWvg==

f13986572 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.4147600312519772; Mean 0.21951219512195114; Valid 246.0

Variable Format: numeric

Notes: UNF:6:11SUvx8wBbdbrcc0VnLfSw==

f13986572 Location:

Summary Statistics: Max. 1.0; Mean 0.2154471544715447; Valid 246.0; StDev 0.41197038140518605; Min. 0.0

Variable Format: numeric

Notes: UNF:6:MK0kxlVdsbCUldOg7uHvKA==

f13986572 Location:

Summary Statistics: Valid 246.0; Min. 0.0; StDev 0.48969808491423983; Mean 0.3943089430894307; Max. 1.0

Variable Format: numeric

Notes: UNF:6:cgLHEHdjuxjmoXyuV7TwGQ==

f13986572 Location:

Summary Statistics: StDev 0.3840178636406843; Mean 0.1788617886178862; Max. 1.0; Min. 0.0; Valid 246.0

Variable Format: numeric

Notes: UNF:6:6RBbZVjGi2YVx3DTKAdCXg==

f13986572 Location:

Summary Statistics: StDev 0.08998276110179963; Mean 0.008130081300813002; Max. 1.0; Min. 0.0; Valid 246.0

Variable Format: numeric

Notes: UNF:6:yfpmUsdD/IXJKU5XPoSDPg==

f13986572 Location:

Summary Statistics: Mean 0.2195121951219511; Max. 1.0; Valid 246.0; StDev 0.41476003125197763; Min. 0.0

Variable Format: numeric

Notes: UNF:6:JBZxa63hycurwgAgD7J2Lw==

f13986572 Location:

Summary Statistics: StDev 0.40621111063238396; Min. 0.0; Max. 1.0; Valid 246.0; Mean 0.20731707317073178

Variable Format: numeric

Notes: UNF:6:xLoB7XbXOebWpgxs9UPW3g==

f13986572 Location:

Summary Statistics: Max. 1.0; Valid 246.0; Mean 0.2886178861788615; StDev 0.4540436465637426; Min. 0.0

Variable Format: numeric

Notes: UNF:6:7GPrvvf6Lgaiks+sxzxMYg==

f13986572 Location:

Summary Statistics: Max. 1.0; Valid 246.0; StDev 0.1413978896551789; Mean 0.020325203252032523; Min. 0.0

Variable Format: numeric

Notes: UNF:6:6Ogy7zq70oIoCzxIq2LT1w==

f13986572 Location:

Summary Statistics: Max. 1.0; StDev 0.15457193737155972; Mean 0.975609756097561; Min. 0.0; Valid 246.0;

Variable Format: numeric

Notes: UNF:6:/GA18KchSeFCIkLtEAtlmw==

f13986572 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.3415042996215864; Valid 246.0; Mean 0.13414634146341473

Variable Format: numeric

Notes: UNF:6:h6tSDJYOm0IG7c0px0vbBA==

f13986572 Location:

Summary Statistics: StDev 0.43506501386005575; Valid 246.0; Max. 1.0; Mean 0.2520325203252033; Min. 0.0

Variable Format: numeric

Notes: UNF:6:0OX4SYBGwc7TA5cr2rQzRQ==

f13986572 Location:

Summary Statistics: Mean 0.020325203252032544; Min. 0.0; Valid 246.0; Max. 1.0; StDev 0.14139788965517894;

Variable Format: numeric

Notes: UNF:6:bwhTulBh4SxbMJdNLf6iuw==

f13986572 Location:

Summary Statistics: Mean 0.08536585365853676; Max. 1.0; Min. 0.0; Valid 246.0; StDev 0.27999502235495854

Variable Format: numeric

Notes: UNF:6:iCIj59kGfVwGcaHpHq6IeQ==

f13986572 Location:

Summary Statistics: Min. 0.0; Valid 246.0; StDev 0.23977341220119922; Mean 0.06097560975609774; Max. 1.0

Variable Format: numeric

Notes: UNF:6:7ROvDeZUI5M0rxLKM/hNEw==

f13986572 Location:

Summary Statistics: Mean 0.9471544715447153; Valid 246.0; StDev 0.22418112329352838; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:bJAEjDRttWXPKAOQFXc1NA==

f13986572 Location:

Summary Statistics: StDev 0.0; Min. 1.0; Max. 1.0; Mean 1.0; Valid 246.0

Variable Format: numeric

Notes: UNF:6:NXavAgx7GrrGA7pgP5ZE1Q==

f13986572 Location:

Summary Statistics: Max. 1.0; Mean 0.020325203252032544; Valid 246.0; StDev 0.14139788965517894; Min. 0.0

Variable Format: numeric

Notes: UNF:6:TLaah7VU/wO8sl6HTbwA/g==

f13986572 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 246.0; StDev 0.25415087317344875; Mean 0.06910569105691056

Variable Format: numeric

Notes: UNF:6://6oBWnidkwytPePhPk+2w==

f13986572 Location:

Summary Statistics: Mean 0.313008130081301; Max. 1.0; Valid 246.0; Min. 0.0; StDev 0.464663029028432

Variable Format: numeric

Notes: UNF:6:wwwrOP7a/gJzYhgNvv6F6w==

f13986572 Location:

Summary Statistics: Min. 0.0; Mean 0.07317073170731704; StDev 0.2609474638600131; Valid 246.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:nNoBKz62Fn8s+qTrj5u8Gg==

f13986572 Location:

Summary Statistics: Mean 0.12601626016260165; StDev 0.3325442792978287; Valid 246.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:5IKoruTl/2lsuQO4ILeRBw==

f13986572 Location:

Summary Statistics: StDev 0.36975411001758424; Min. 0.0; Valid 246.0; Mean 0.1626016260162604; Max. 1.0

Variable Format: numeric

Notes: UNF:6:+6L96LrlPlQA21jDhF9zqg==

f13986572 Location:

Summary Statistics: Max. 1.0; Valid 246.0; StDev 0.43031006219548196; Min. 0.0; Mean 0.7560975609756098;

Variable Format: numeric

Notes: UNF:6:3ChPzhb8vvFju1HYCTR2Vw==

f13986572 Location:

Summary Statistics: StDev 0.16660858453677427; Mean 0.028455284552845506; Valid 246.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:EVndQOGvedCNTDLG8ksdAw==

f13986572 Location:

Summary Statistics: Min. 0.0; Valid 246.0; Max. 1.0; StDev 0.45954652625091347; Mean 0.3008130081300813

Variable Format: numeric

Notes: UNF:6:HQkFmUwOfnubHZXvc+eXnQ==

f13986572 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.2520325203252033; StDev 0.43506501386005575; Valid 246.0

Variable Format: numeric

Notes: UNF:6:phafuy0EmlIIRMyHviKDLQ==

f13986572 Location:

Summary Statistics: Valid 246.0; StDev 0.2973250580498558; Max. 1.0; Mean 0.09756097560975603; Min. 0.0

Variable Format: numeric

Notes: UNF:6:/2UWktselKfipV0yFWvqGw==

f13986572 Location:

Summary Statistics: Valid 246.0; StDev 0.38056745942481; Mean 0.17479674796747963; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Dsn+06OA3h1fW2t7nftsCg==

f13986572 Location:

Summary Statistics: Min. 0.0; Valid 245.0; StDev 0.452678730212593; Max. 1.0; Mean 0.7142857142857142;

Variable Format: numeric

Notes: UNF:6:+VqfR/dGbTskKEFi1FhvLw==

f13986572 Location:

Summary Statistics: Valid 245.0; Min. 0.0; Mean 0.1877551020408165; Max. 1.0; StDev 0.39131590371527486;

Variable Format: numeric

Notes: UNF:6:DyMQLsFpVURdjLQjB3Ir1Q==

f13986572 Location:

Summary Statistics: Valid 246.0; Min. 1.0; StDev 0.8155714526790934; Max. 3.0; Mean 1.9878048780487805

Variable Format: numeric

Notes: UNF:6:qyG35OjXpPjWXOMfQxNEyQ==

f13986572 Location:

Summary Statistics: Min. 1.0; StDev 2.587663294820294; Max. 12.0; Valid 246.0; Mean 5.357723577235779

Variable Format: numeric

Notes: UNF:6:lyxyLYP1A2fw0hNkiwETwg==

f13986572 Location:

Summary Statistics: Min. 0.0; Max. 5.0; Valid 246.0; StDev 1.3907478295754139; Mean 1.5813008130081296

Variable Format: numeric

Notes: UNF:6:cNFnGN9WfHOu7lkvK8kqPw==

f13986572 Location:

Summary Statistics: StDev 0.6750550739842605; Mean 0.2804878048780486; Max. 4.0; Min. 0.0; Valid 246.0

Variable Format: numeric

Notes: UNF:6:rABuSiLZ0A38nTninbHDbA==

f13986572 Location:

Summary Statistics: StDev 0.5010028105316472; Max. 1.0; Valid 246.0; Min. 0.0; Mean 0.4959349593495934;

Variable Format: numeric

Notes: UNF:6:dcQtuVF2FzifMCwQtCjS3w==

f13986572 Location:

Summary Statistics: Mean 0.6016260162601627; StDev 0.49056131778205336; Valid 246.0; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:+ts8NHG/cFGdso1O5GjjjQ==

f13986572 Location:

Summary Statistics: Min. 0.48320992664512474; Mean 0.8198237369519988; StDev 0.07754172404776095; Valid 246.0; Max. 0.9559444143003557;

Variable Format: numeric

Notes: UNF:6:Xdygi0tdtiKPjOwfkWtWpA==

f13986572 Location:

Summary Statistics: Min. 0.0; Mean 0.3252032520325203; StDev 0.469405789541083; Valid 246.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:KcrRXcYZb+nFtOtg3734mg==

f13986572 Location:

Summary Statistics: StDev 1.4257579728852035; Mean 1.0894308943089428; Valid 246.0; Max. 6.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:B9sslGPZuWvPhEUqmzHjRw==

f13986572 Location:

Summary Statistics: StDev 1.577303977698038; Valid 246.0; Mean 1.4105691056910572; Min. 0.0; Max. 6.0

Variable Format: numeric

Notes: UNF:6:xj6WgmiRDTquayOMbBDr6g==

f13986572 Location:

Summary Statistics: StDev 9.60608336234357; Min. 1.0; Mean 15.930894308943088; Max. 48.0; Valid 246.0;

Variable Format: numeric

Notes: UNF:6:rd+FbWcGF+H3GSpfFK9MmQ==

f13986572 Location:

Summary Statistics: Max. 1.0; StDev 0.48064747938905467; Mean 0.3578947368421051; Min. 0.0; Valid 190.0;

Variable Format: numeric

Notes: UNF:6:ns0iCBnYK4mmDD2evRKtyg==

f13986572 Location:

Summary Statistics: Valid 68.0; Max. 1.0; StDev 0.5034996052651829; Mean 0.48529411764705876; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Hapek396tODCbFXevXnnGg==

f13986572 Location:

Summary Statistics: Valid 246.0; StDev 3.8177082523397967; Max. 2021.0; Min. 2000.0; Mean 2014.239837398374

Variable Format: numeric

Notes: UNF:6:GlzMAX7yvBYR6a6eycO3bA==

f13986572 Location:

Summary Statistics: StDev 0.48588847050945366; Mean 0.6219512195121955; Max. 1.0; Valid 246.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:3fYDP6OfsCfrLnRMevs2xg==

f13986572 Location:

Summary Statistics: Valid 246.0; Min. 5.0; StDev 1.1091516635145404; Mean 8.020365848773864; Max. 12.0;

Variable Format: numeric

Notes: UNF:6:3lP9p5wYrmKKynLrthEGNQ==

f13986572 Location:

Summary Statistics: Max. 12.0; Min. 3.0; StDev 1.6154491852957509; Mean 6.087479676657576; Valid 246.0

Variable Format: numeric

Notes: UNF:6:qvXOxWVKFp3ZScauTlrI+A==

f13986572 Location:

Summary Statistics: Min. 20.0; Mean 66.11382113821138; Max. 88.0; StDev 10.239741109635913; Valid 246.0

Variable Format: numeric

Notes: UNF:6:6ebO5KaIkOQ8Cg6Qv3CyXg==

f13986572 Location:

Summary Statistics: Max. 12000.0; Valid 246.0; Min. 1000.0; StDev 1116.535330022738; Mean 8704.71544715447

Variable Format: numeric

Notes: UNF:6:C1M8k2FLgcqbuoK9doIchQ==

f13986572 Location:

Summary Statistics: Valid 246.0; Min. 45.0; Max. 253.0; Mean 110.99186991869918; StDev 32.37471826304565;

Variable Format: numeric

Notes: UNF:6:3omdR3LpxqiSj4pAm62bHA==

f13986572 Location:

Summary Statistics: StDev 0.4765097651988359; Valid 246.0; Mean 0.3455284552845528; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:4Vs47Pq0hpuIlgV5JbrRbA==

f13986572 Location:

Summary Statistics: Mean 11.203252150760436; Max. 32.00000023841858; Min. 0.6666666865348816; StDev 5.255664756601912; Valid 246.0

Variable Format: numeric

Notes: UNF:6:2PDT3vCArqQ4C20g4Lb9Og==

f13986572 Location:

Summary Statistics: StDev 5.582403763373796; Max. 35.333333015441895; Min. 1.3333333730697632; Valid 246.0; Mean 13.097561093849865

Variable Format: numeric

Notes: UNF:6:WW7B8lmOY+c0lSqGIxGw/Q==

f13986572 Location:

Summary Statistics: Min. 0.0; Max. 6.666666567325592; Mean 2.836043439987229; Valid 246.0; StDev 1.07612385791193

Variable Format: numeric

Notes: UNF:6:rC+DKqPsqoR6jdM2EGs2ow==

f13986572 Location:

Summary Statistics: Max. 7.9999998807907104; Valid 246.0; StDev 0.6994813687352343; Mean 4.079945910510009; Min. 0.6666666865348816

Variable Format: numeric

Notes: UNF:6:73BMjcugzGgERZDDXRKX7A==

f13986572 Location:

Summary Statistics: Mean 5.861788617886178; Max. 6.0; Valid 246.0; Min. 1.0; StDev 0.6679264685428498;

Variable Format: numeric

Notes: UNF:6:Ur+pLSOA38r3lXHlAGtfJA==

f13986572 Location:

Summary Statistics: Max. 7.0; Min. 0.0; Mean 1.3170731707317076; StDev 1.4836088002486392; Valid 246.0

Variable Format: numeric

Notes: UNF:6:7lettSpR48dBwbK8U3b0Xw==

f13986572 Location:

Summary Statistics: Mean 1.5813008130081296; Valid 246.0; StDev 1.641146915708069; Min. 0.0; Max. 7.0

Variable Format: numeric

Notes: UNF:6:DrIGmWY7FZS8ets25rcVPw==

f13986572 Location:

Summary Statistics: Max. 9.0; Mean 4.321138211382114; Valid 246.0; StDev 1.623337556282109; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:CGXWifAyGaevgnjJXc7LvQ==

f13986572 Location:

Summary Statistics: Valid 246.0; StDev 1.7689691067625453; Mean 4.666666666666667; Max. 10.0; Min. 2.0;

Variable Format: numeric

Notes: UNF:6:qUm6Cf10mzQ9oHhnuexHaw==

f13986572 Location:

Summary Statistics: Max. 11.666666984558105; Min. 0.6666666865348816; StDev 2.304225571559485; Mean 4.197831985427112; Valid 246.0

Variable Format: numeric

Notes: UNF:6:D034nCE3hGxDa5NAVF6VLg==

f13986572 Location:

Summary Statistics: Valid 246.0; Max. 13.0; StDev 2.5535118557121677; Min. 1.3333333730697632; Mean 4.6924119334879935

Variable Format: numeric

Notes: UNF:6:Z10FUd+Wc/docJieT+rr5A==

f13986572 Location:

Summary Statistics: Mean 0.70596207472367; Max. 2.3333332538604736; Min. 0.0; Valid 246.0; StDev 0.3212654157688156

Variable Format: numeric

Notes: UNF:6:wkqpi90vscJ9McQqlyASrw==

f13986572 Location:

Summary Statistics: Valid 246.0; StDev 0.3399026205691644; Max. 2.3333332538604736; Min. 0.6666666865348816; Mean 0.7981029964559447;

Variable Format: numeric

Notes: UNF:6:o3d8iBKJ8TVP5LDe+phVgQ==

f13986572 Location:

Summary Statistics: Valid 246.0; Mean 2.397357723577235; Max. 8.75; StDev 1.7584731114681376; Min. 0.25

Variable Format: numeric

Notes: UNF:6:+eXiQN0y+hICQtPi3MYzRw==

f13986572 Location:

Summary Statistics: StDev 0.25902492299974983; Mean 0.3028455284552847; Min. 0.0; Valid 246.0; Max. 1.5;

Variable Format: numeric

Notes: UNF:6:9NyIXfAj6J1+EbzfpDC2VA==

f13986572 Location:

Summary Statistics: Valid 246.0; Mean 2.757452576141047; StDev 1.860772029488276; Max. 9.333333015441895; Min. 0.3333333432674408

Variable Format: numeric

Notes: UNF:6:W+TM+979pCL5G5bSX+AUpQ==

f13986572 Location:

Summary Statistics: Max. 1.6666666269302368; Min. 0.0; Mean 0.38346884538972253; Valid 246.0; StDev 0.26889794802138267;

Variable Format: numeric

Notes: UNF:6:0xF8kRUMUP4dcdXwXaN+IA==

f13986572 Location:

Summary Statistics: Mean 3.477642276422765; Max. 10.5; Min. 0.5; StDev 2.0767193835571867; Valid 246.0;

Variable Format: numeric

Notes: UNF:6:9Iu7yMYzbP8420iXOQTuHQ==

f13986572 Location:

Summary Statistics: Max. 2.0; Mean 0.5447154471544714; Min. 0.0; StDev 0.2928266888785831; Valid 246.0

Variable Format: numeric

Notes: UNF:6:Tr+qXbwXOqomRT0EsNwrsA==

f13986572 Location:

Summary Statistics: Mean 4.557926829268293; Valid 246.0; Min. 0.75; StDev 2.421301760424001; Max. 12.25

Variable Format: numeric

Notes: UNF:6:onEjkziaHAo+QyMjo1nDrQ==

f13986572 Location:

Summary Statistics: Max. 2.5; StDev 0.3368263145187942; Valid 246.0; Mean 0.7865853658536582; Min. 0.0

Variable Format: numeric

Notes: UNF:6:4IObIkLixF785ojVH35JYQ==

f13986572 Location:

Summary Statistics: StDev 2.782452898923372; Valid 246.0; Max. 14.0; Mean 5.63821138211382; Min. 1.0

Variable Format: numeric

Notes: UNF:6:U7t+sPNR1Ey+Lxq4scCdvw==

f13986572 Location:

Summary Statistics: Valid 246.0; Max. 3.0; Min. 0.0; Mean 1.0284552845528454; StDev 0.38756599442312306

Variable Format: numeric

Notes: UNF:6:LRg4TxiiBcsjgycUCcwVRw==

f13986604 Location:

Summary Statistics: Mean 40767.735507246376; StDev 10156.279529199843; Valid 276.0; Max. 65038.0; Min. 18001.0;

Variable Format: numeric

Notes: UNF:6:uelX8k4xH6tHpEyzVhhTxA==

f13986604 Location:

Summary Statistics: StDev 0.5009082659620331; Valid 276.0; Mean 0.5; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:CRyvEyk3QppwDS6oqEWh3Q==

f13986604 Location:

Summary Statistics: Max. 1.639473776149128; Valid 276.0; StDev 0.19740395492651924; Mean 0.9853961298579923; Min. 0.6415486845532166;

Variable Format: numeric

Notes: UNF:6:xw4Dmpb3Q/klP2BOW+XFqQ==

f13986604 Location:

Summary Statistics: Min. 9.926082771896054; Max. 30.48441926345609; Mean 14.8146387399476; StDev 3.13872342456552; Valid 276.0

Variable Format: numeric

Notes: UNF:6:owrqpe/ZB0QsbVPKWpI+yA==

f13986604 Location:

Summary Statistics: Max. 5.986842105263158; Min. 0.0; Valid 276.0; Mean 3.4579163028206303; StDev 0.739795169956588;

Variable Format: numeric

Notes: UNF:6:ViyoP7q3Mx+/g5biEkjeRw==

f13986604 Location:

Summary Statistics: Mean 0.8219568835000746; Valid 276.0; Min. 0.48320992664512474; Max. 0.9618624337021909; StDev 0.07730160167862717

Variable Format: numeric

Notes: UNF:6:bSZX2tHOZdT2UK53v3tvAg==

f13986604 Location:

Summary Statistics: StDev 133.9225538689528; Mean 913.0217391304346; Min. 600.0; Max. 1200.0; Valid 276.0;

Variable Format: numeric

Notes: UNF:6:j9ttvecI+IVPHsMlFeBZRw==

f13986604 Location:

Summary Statistics: Valid 276.0; Min. 600.0; Max. 1200.0; StDev 117.25924135774746; Mean 1032.1630434782608;

Variable Format: numeric

Notes: UNF:6:JeZ8UKRdS2bjPXXjOv/QyA==

f13986604 Location:

Summary Statistics: Max. 408000.0; Valid 276.0; StDev 59668.279405906665; Mean 218799.47826086954; Min. 170.0

Variable Format: numeric

Notes: UNF:6:2UqCsKrfo72AXZLSpzFTjw==

f13986604 Location:

Summary Statistics: Valid 276.0; Min. 200.0; StDev 41.64275635431981; Mean 311.5289855072463; Max. 400.0

Variable Format: numeric

Notes: UNF:6:KFPiSRCxu7HDkwfNp/F/Ug==

f13986604 Location:

Summary Statistics: Max. 1400000.0; Mean 1084765.6884057971; Min. 675000.0; Valid 276.0; StDev 152897.3704033253

Variable Format: numeric

Notes: UNF:6:SZGfZN8xDo/LjklCcE6qGA==

f13986604 Location:

Summary Statistics: StDev 31.167886584595337; Valid 276.0; Max. 310.0; Mean 206.7391304347826; Min. 150.0

Variable Format: numeric

Notes: UNF:6:DDlIEPDy2triCAVmg+5MfQ==

f13986604 Location:

Summary Statistics: Valid 276.0; Mean 79.1304347826087; StDev 8.275111501105663; Max. 93.0; Min. 50.0

Variable Format: numeric

Notes: UNF:6:0hbt9ntOgCmpXkyPRiyD7Q==

f13986604 Location:

Summary Statistics: Min. 7000.0; StDev 706.7586095785737; Valid 276.0; Max. 12000.0; Mean 9189.402173913044

Variable Format: numeric

Notes: UNF:6:5vrU+ZH/E3r6rk5C4CplkQ==

f13986604 Location:

Summary Statistics: Valid 276.0; StDev 13.286415176808369; Max. 109.2; Min. 26.2; Mean 62.59349239130435

Variable Format: numeric

Notes: UNF:6:LeVwNhdy/QAUHJ8tdQxv8Q==

f13986604 Location:

Variable Format: character

Notes: UNF:6:4s0VfOrc96b8Tipis8oXPQ==

f13986604 Location:

Summary Statistics: StDev 2.8557687265888427; Valid 276.0; Max. 12.0; Min. 1.0; Mean 6.891304347826087

Variable Format: numeric

Notes: UNF:6:FWYpmQS/1o5f+TAG/6he/A==

f13986604 Location:

Summary Statistics: Mean 1.9891304347826089; StDev 0.8112109720083416; Min. 1.0; Max. 3.0; Valid 276.0

Variable Format: numeric

Notes: UNF:6:+HzbyBXR4yHLAP+Z7YbswQ==

f13986575 Location:

Summary Statistics: Mean 41011.69747899155; Min. 18001.0; Valid 357.0; StDev 11746.796902561213; Max. 74039.0

Variable Format: numeric

Notes: UNF:6:TsVk1+Qql/Iz6NYBhy6l/Q==

f13986575 Location:

Variable Format: character

Notes: UNF:6:0q3dXZav7D0HwMGhxAuB3A==

f13986575 Location:

Summary Statistics: StDev 9.31370907438998; Mean 14.955182072829132; Min. 1.0; Valid 357.0; Max. 48.0

Variable Format: numeric

Notes: UNF:6:773R51N0arpYZX2o7kPh3w==

f13986575 Location:

Variable Format: character

Notes: UNF:6:jQdw1cGlAAgzbKiQ8v/F5Q==

f13986575 Location:

Variable Format: character

Notes: UNF:6:8qR5b2ZGd0aQgN7ZCGAPVQ==

f13986575 Location:

Summary Statistics: StDev 3.733430224765673; Min. 2000.0; Valid 357.0; Max. 2021.0; Mean 2014.406162464986

Variable Format: numeric

Notes: UNF:6:R5W2D6ea5yJegy5nL291qw==

f13986575 Location:

Summary Statistics: Min. 0.0; Valid 357.0; Max. 1.0; StDev 0.488288549283718; Mean 0.610644257703081

Variable Format: numeric

Notes: UNF:6:OvxNvN86NAKTqN9W71B9Qg==

f13986575 Location:

Summary Statistics: Mean 7.98355741661136; Max. 12.0; Min. 5.0; StDev 1.1459067077369671; Valid 357.0

Variable Format: numeric

Notes: UNF:6:C0hzUNHpfsMQz1W/BGsCYA==

f13986575 Location:

Summary Statistics: Min. 3.0; Mean 5.910420169349478; StDev 1.6371206885110625; Max. 12.0; Valid 357.0

Variable Format: numeric

Notes: UNF:6:6lWizmEY6fVL2PJo6/eQFw==

f13986575 Location:

Summary Statistics: StDev 10.553260435794272; Min. 20.0; Valid 357.0; Mean 65.4453781512605; Max. 88.0

Variable Format: numeric

Notes: UNF:6:wKPyuApsiiPYujFH6YHuww==

f13986575 Location:

Summary Statistics: Min. 900.0; Valid 357.0; StDev 1093.4013101107926; Max. 12000.0; Mean 8682.240896358544

Variable Format: numeric

Notes: UNF:6:dRnrpHs3Zt/sPR0oqGEBhA==

f13986575 Location:

Summary Statistics: Min. 2.5; Mean 3.3920112090284418; Max. 4.5; StDev 0.22716527531687306; Valid 357.0;

Variable Format: numeric

Notes: UNF:6:r5u5vB9oYgzFdsM/o4H4lw==

f13986575 Location:

Variable Format: character

Notes: UNF:6:n7Am2IMQEApq96p0AezviA==

f13986575 Location:

Variable Format: character

Notes: UNF:6:Qvt29wBzsIxpcwBj9GZTCw==

f13986575 Location:

Variable Format: character

Notes: UNF:6:duHme10W9FxZpX0smJ4TuQ==

f13986575 Location:

Summary Statistics: Min. 45.0; Max. 253.0; Valid 357.0; StDev 30.953247762339775; Mean 108.31372549019608;

Variable Format: numeric

Notes: UNF:6:WKyrGKgg6cY74wiDAkZdPA==

f13986575 Location:

Summary Statistics: Valid 357.0; Mean 0.5910364145658263; StDev 0.4923325487492132; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Mot1ReHltie+ABDiQWThjA==

f13986575 Location:

Summary Statistics: Min. 0.0; StDev 0.44401410149935705; Valid 357.0; Max. 1.0; Mean 0.73109243697479;

Variable Format: numeric

Notes: UNF:6:+lX6a9r7xr7edlKGRP7FxQ==

f13986575 Location:

Summary Statistics: Min. 0.0; Mean 0.1176470588235295; StDev 0.3226419360573612; Max. 1.0; Valid 357.0

Variable Format: numeric

Notes: UNF:6:8698sClJR8oE4TgHYI0woQ==

f13986575 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.3389355742296918; Valid 357.0; StDev 0.47401226551655

Variable Format: numeric

Notes: UNF:6:iXQmNItmZdPPH4z2lzE7tQ==

f13986575 Location:

Variable Format: character

Notes: UNF:6:RYLtZQ6wgfd3TzRWqJJScw==

f13986575 Location:

Variable Format: character

Notes: UNF:6:5bM9EUvbAYjlVaBu8xe4RQ==

f13986575 Location:

Variable Format: character

Notes: UNF:6:4MWzbVeOxqCL6q9TaknwSQ==

f13986575 Location:

Variable Format: character

Notes: UNF:6:nJY7l02BZDs2szDLZ2ppDg==

f13986575 Location:

Variable Format: character

Notes: UNF:6:g9N7/T2Dj/Kf7IpuW7NQiA==

f13986575 Location:

Summary Statistics: StDev 0.052925612402496415; Mean 0.002801120448179279; Max. 1.0; Valid 357.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:dSj8uFY7b4IfDg93ahNAvQ==

f13986602 Location:

Summary Statistics: Mean 966.625; StDev 526.5665836542199; Max. 1707.0; Valid 48.0; Min. 55.0

Variable Format: numeric

Notes: UNF:6:r1XXVse1aLvBSayWbDWBug==

f13986602 Location:

Summary Statistics: Min. 5.0; StDev 3.424722383530572; Mean 14.125; Valid 48.0; Max. 17.0

Variable Format: numeric

Notes: UNF:6:eb8WKOK57kL+JMIsGrUqGA==

f13986595 Location:

Summary Statistics: StDev 10140.909655560923; Mean 41062.26005547838; Valid 1442.0; Min. 18001.0; Max. 65038.0

Variable Format: numeric

Notes: UNF:6:/KrWg8tgTAMjBRl6PGUQSw==

f13986595 Location:

Summary Statistics: StDev 0.8138693882247757; Min. 1.0; Valid 1442.0; Max. 3.0; Mean 1.98127600554785

Variable Format: numeric

Notes: UNF:6:52ldGg7aNNnCdRN3JiGu5g==

f13986595 Location:

Summary Statistics: Valid 1442.0; Mean 5.324549237170557; Min. 1.0; Max. 12.0; StDev 2.5567956498604056

Variable Format: numeric

Notes: UNF:6:hQILRiAbqIFsGn3DbA9efw==

f13986595 Location:

Variable Format: character

Notes: UNF:6:3oVF1QU4GZQMxKUlCZYA5A==

f13986595 Location:

Summary Statistics: Valid 1400.0; Mean 1024.094285714286; Min. 600.0; Max. 1200.0; StDev 122.69161919132719;

Variable Format: numeric

Notes: UNF:6:ELfnwVbZn+k2yF7qmE7ZNw==

f13986595 Location:

Variable Format: character

Notes: UNF:6:lamCDk3JDY+UQhEffvf4NA==

f13986595 Location:

Summary Statistics: Valid 1400.0; Mean 312.6228571428571; Max. 400.0; Min. 200.0; StDev 41.54796799411389;

Variable Format: numeric

Notes: UNF:6:hXzwYWZKyI2Ezi/fTqkJqg==

f13986595 Location:

Variable Format: character

Notes: UNF:6:MR8QdDSK1J+H+ENhYUuWXg==

f13986595 Location:

Summary Statistics: Mean 1083609.9857142854; Max. 1400000.0; StDev 147867.24702666572; Valid 1400.0; Min. 675000.0

Variable Format: numeric

Notes: UNF:6:auKfsQe+Q+xufVSZ42qv8A==

f13986595 Location:

Variable Format: character

Notes: UNF:6:Yo3/DFYkpyqX595BEU0fYg==

f13986595 Location:

Summary Statistics: StDev 32.0529672349898; Mean 207.27071428571423; Valid 1400.0; Min. 160.0; Max. 310.0

Variable Format: numeric

Notes: UNF:6:WJLU+UEKtIfB1UwxxIk18w==

f13986595 Location:

Variable Format: character

Notes: UNF:6:QLRh/14TaSnILQvTGGvpWw==

f13986595 Location:

Summary Statistics: Valid 1322.0; Mean 878.9122541603625; Max. 3000.0; Min. 220.0; StDev 287.36098547622964

Variable Format: numeric

Notes: UNF:6:fldPGB8YZFpCMYxhjsQgEg==

f13986595 Location:

Variable Format: character

Notes: UNF:6:sxguI+uiPZewlYK4hQYDew==

f13986595 Location:

Summary Statistics: Max. 1980000.0; Mean 20113.19101123597; Valid 1424.0; StDev 180517.10744384502; Min. 135.0

Variable Format: numeric

Notes: UNF:6:KSyMq5RcS35D6CERGnVyTw==

f13986595 Location:

Variable Format: character

Notes: UNF:6:RWyemd4vq9JJKyZuhgWGdg==

f13986595 Location:

Summary Statistics: StDev 212341.87936297827; Valid 1387.0; Mean 921444.1643835618; Max. 1665000.0; Min. 264000.0

Variable Format: numeric

Notes: UNF:6:kcIEflmM6J7jb1tiQbEWlQ==

f13986595 Location:

Variable Format: character

Notes: UNF:6:9rgw//RjqqfFIvcrH8fpbQ==

f13986595 Location:

Summary Statistics: Max. 3400000.0; StDev 400841.85941855; Valid 1388.0; Mean 106264.32420749303; Min. 105.0

Variable Format: numeric

Notes: UNF:6:QJe/BZjCQ9YRseAo2lOfpA==

Label:

0_master.do

Text:

text/x-stata-syntax

Label:

1_data_cleaning.do

Text:

text/x-stata-syntax

Label:

2_figures.do

Text:

text/x-stata-syntax

Label:

3_tables.do

Text:

text/x-stata-syntax

Label:

balance_table_kiln.tex

Text:

application/x-tex

Label:

balance_table_worker.tex

Text:

application/x-tex

Label:

child_labor_prevalence_single.pdf

Text:

application/pdf

Label:

child_labor_table_alt.tex

Text:

application/x-tex

Label:

clean_survey_data.dta

Text:

application/x-stata-14

Label:

final_workers.dta

Text:

application/x-stata-14

Label:

indicator_hist_all.pdf

Text:

application/pdf

Label:

indicator_hist_conservative.pdf

Text:

application/pdf

Label:

indicator_hist_control.pdf

Text:

application/pdf

Label:

indicator_hist_incentive.pdf

Text:

application/pdf

Label:

indicator_hist_technical.pdf

Text:

application/pdf

Label:

MHT_prep_code.do

Text:

text/x-stata-syntax

Label:

MHT_prep_code_respiratory_health.do

Text:

text/x-stata-syntax

Label:

owner_adoption_efficiency.tex

Text:

application/x-tex

Label:

owner_costs.tex

Text:

application/x-tex

Label:

README.md

Text:

Readme file

text/markdown

Label:

robustness_weighting_all_indicators_kiln.pdf

Text:

application/pdf

Label:

robustness_weighting_all_indicators_worker.pdf

Text:

application/pdf

Label:

robustness_weighting_target_indicators_kiln.pdf

Text:

application/pdf

Label:

robustness_weighting_target_indicators_worker.pdf

Text:

application/pdf

Label:

summary_stats.tex

Text:

application/x-tex

Label:

trafficked_percent_bar_conservative.pdf

Text:

application/pdf

Label:

trafficked_percent_bar.pdf

Text:

application/pdf

Label:

trafficking_combined_conservative.tex

Text:

application/x-tex

Label:

trafficking_combined_liberal.tex

Text:

application/x-tex

Label:

wage_health_combined_table.tex

Text:

application/x-tex

Label:

worker_benefits_coef_plot_combined.pdf

Text:

application/pdf

Label:

workers_distance.pdf

Text:

application/pdf