Replication Data and Code for "Incentives and Information in Methane Leak Detection and Repair" (doi:10.7910/DVN/0LRYBP)

View:

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

Document Description

Citation

Title:

Replication Data and Code for "Incentives and Information in Methane Leak Detection and Repair"

Identification Number:

doi:10.7910/DVN/0LRYBP

Distributor:

Harvard Dataverse

Date of Distribution:

2024-07-06

Version:

1

Bibliographic Citation:

Lewis, Eric, 2024, "Replication Data and Code for "Incentives and Information in Methane Leak Detection and Repair"", https://doi.org/10.7910/DVN/0LRYBP, Harvard Dataverse, V1, UNF:6:2zMQu78qCNG7Ga7UK66y0A== [fileUNF]

Study Description

Citation

Title:

Replication Data and Code for "Incentives and Information in Methane Leak Detection and Repair"

Identification Number:

doi:10.7910/DVN/0LRYBP

Authoring Entity:

Lewis, Eric (Texas A&M University)

Distributor:

Harvard Dataverse

Access Authority:

Lewis, Eric

Depositor:

Lewis, Eric

Date of Deposit:

2024-07-01

Holdings Information:

https://doi.org/10.7910/DVN/0LRYBP

Study Scope

Keywords:

Earth and Environmental Sciences, Social Sciences

Abstract:

Replication Data and Code for "Incentives and Information in Methane Leak Detection and Repair" Abstract: Capturing leaked methane can be a win for both firms and the environment. However, leakage volume uncertainty can be a barrier inhibiting leak repair. We study an experiment at oil and gas production sites which randomized whether site operators were informed of methane leakage volumes. At sites with high baseline leakage, we estimate a negative but imprecise effect of information on endline emissions. But at sites with zero measured leakage, giving firms information about methane leakage increased emissions at endline. Our results suggest that giving firms news of low leakage disincentivizes maintenance effort, thereby increasing the likelihood of future leaks. Package includes data from Wang et al. (2024) RCT as well as IEA data on estimated methane emissions and methane abatement costs. Package also includes code for replication.

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Title:

Lewis, Eric, Jiayang (Lyra Wang), and Arvind Ravikumar. (forthcoming). "Incentives and Information in Methane Leak Detection and Repair." Journal of the Association of Environmental and Resource Economists.

Bibliographic Citation:

Lewis, Eric, Jiayang (Lyra Wang), and Arvind Ravikumar. (forthcoming). "Incentives and Information in Methane Leak Detection and Repair." Journal of the Association of Environmental and Resource Economists.

File Description--f10364466

File: power_gelman_carlin_inputs.tab

  • Number of cases: 2

  • No. of variables per record: 6

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

Notes:

UNF:6:Rcp7RhKbhlFxsG3Q1gXzFg==

File Description--f10364463

File: IEA-methane-abatement-OILGASdata-.tab

  • Number of cases: 4473

  • No. of variables per record: 8

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

Notes:

UNF:6:sL/7FbxlL6TxbhgfMOaNlw==

File Description--f10364432

File: IEA-MethaneEmissionsComparison-World.tab

  • Number of cases: 1548

  • No. of variables per record: 9

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

Notes:

UNF:6:Nti8Ay8CUvY/KiFRmB1/7Q==

Variable Description

List of Variables:

Variables

muT

f10364466 Location:

Summary Statistics: StDev 37.73809162913409; Valid 2.0; Max. 71.404999; Mean 44.720138500000004; Min. 18.035278

Variable Format: numeric

Notes: UNF:6:+/FPLHnmw4RQEo7fG+cZEA==

muC

f10364466 Location:

Summary Statistics: Mean 20.70749905; StDev 20.90649438433252; Max. 35.490623; Min. 5.9243751; Valid 2.0

Variable Format: numeric

Notes: UNF:6:hKp4gsnZE99bCWbMq2Wo0w==

sdT

f10364466 Location:

Summary Statistics: Min. 37.622425; Valid 2.0; Max. 80.516685; StDev 30.330822119978876; Mean 59.069554999999994

Variable Format: numeric

Notes: UNF:6:X/i8tXGVnoJfTKC6t5i3+Q==

sdC

f10364466 Location:

Summary Statistics: Min. 9.5805435; StDev 25.79523381092843; Mean 27.820528250000002; Valid 2.0; Max. 46.060513

Variable Format: numeric

Notes: UNF:6:ZdpifzRerZfu9QGmFpVgfw==

nT

f10364466 Location:

Summary Statistics: Valid 2.0; StDev 0.0; Mean 36.0; Max. 36.0; Min. 36.0

Variable Format: numeric

Notes: UNF:6:gbNbMgzaTnUhivvGqyaS5Q==

nC

f10364466 Location:

Summary Statistics: Min. 16.0; Mean 16.0; StDev 0.0; Max. 16.0; Valid 2.0;

Variable Format: numeric

Notes: UNF:6:bIlkqVZMbouoHSLtY/cTqw==

country

f10364463 Location:

Variable Format: character

Notes: UNF:6:ltfvwx7AUyRIWbAgv1VWHQ==

region

f10364463 Location:

Variable Format: character

Notes: UNF:6:srvJkDHvUcaKp0OevwG9pw==

source

f10364463 Location:

Variable Format: character

Notes: UNF:6:ahISUqaF+UrfcGTCvPEMrQ==

segment

f10364463 Location:

Variable Format: character

Notes: UNF:6:NUusTyJHbDv85RHxfC/0DA==

type

f10364463 Location:

Variable Format: character

Notes: UNF:6:7jNLXJ20A4NUnLIz6TSf/w==

abatement

f10364463 Location:

Variable Format: character

Notes: UNF:6:UNYdJepwbQwa1tww9AIIJw==

savings

f10364463 Location:

Summary Statistics: Mean 13.974077800134156; StDev 73.64204474458802; Min. 0.0; Max. 2499.08; Valid 4473.0

Variable Format: numeric

Notes: UNF:6:QVpw3O4PHMLDHKSkimavXQ==

cost

f10364463 Location:

Summary Statistics: Valid 4473.0; StDev 6.198091910745485E10; Mean 9.267413967920616E8; Min. -11.11; Max. 4.145314267136E12;

Variable Format: numeric

Notes: UNF:6:b4sudWMZ+d9SblCRr0fVGQ==

region

f10364432 Location:

Variable Format: character

Notes: UNF:6:hh68bYWTp64cHOJVtt72xA==

country

f10364432 Location:

Variable Format: character

Notes: UNF:6:two5pbXUl7t2TFJcrtFq4A==

emissions

f10364432 Location:

Summary Statistics: Max. 141953.765625; Valid 1548.0; Mean 643.2559723044434; StDev 5566.23820100424; Min. 4.5929400948807597E-4;

Variable Format: numeric

Notes: UNF:6:UfWagx2L/lt9RKfWiFvN2A==

source

f10364432 Location:

Variable Format: character

Notes: UNF:6:DD7H20ESSBTmC0pZI7085A==

type

f10364432 Location:

Variable Format: character

Notes: UNF:6:eYETslIFMIlcJsO23NX52g==

segment

f10364432 Location:

Variable Format: character

Notes: UNF:6:feG0CFu/xaNrEOWEH1+e0Q==

reason

f10364432 Location:

Variable Format: character

Notes: UNF:6:kGDnNTJ7tVHCxJpdHfRwww==

baseYear

f10364432 Location:

Variable Format: character

Notes: UNF:6:M5OR0ydft++c+tQodYELzw==

notes

f10364432 Location:

Variable Format: character

Notes: UNF:6:NRU/0TJWv6By84UXhs+oBg==

Other Study-Related Materials

Label:

README file.docx

Text:

Notes:

application/vnd.openxmlformats-officedocument.wordprocessingml.document

Other Study-Related Materials

Label:

analysis_descriptives_regressions.do

Text:

Notes:

text/x-stata-syntax

Other Study-Related Materials

Label:

analysis_graphs.do

Text:

Notes:

text/x-stata-syntax

Other Study-Related Materials

Label:

analysis_lpoly.do

Text:

Notes:

text/x-stata-syntax

Other Study-Related Materials

Label:

component_analysis.do

Text:

Notes:

text/x-stata-syntax

Other Study-Related Materials

Label:

gelman_carlin.R

Text:

Notes:

type/x-r-syntax

Other Study-Related Materials

Label:

iea_calculations.do

Text:

Notes:

text/x-stata-syntax

Other Study-Related Materials

Label:

prepare_site_level_data.do

Text:

Notes:

text/x-stata-syntax

Other Study-Related Materials

Label:

read_in_analysis_data.do

Text:

Notes:

text/x-stata-syntax

Other Study-Related Materials

Label:

site_level_for_analysis.dta

Text:

Notes:

application/x-stata

Other Study-Related Materials

Label:

Wang_2024_original_data.xlsx

Text:

Notes:

application/vnd.openxmlformats-officedocument.spreadsheetml.sheet

Other Study-Related Materials

Label:

Wang_expanded_sample.xlsx

Text:

Notes:

application/vnd.openxmlformats-officedocument.spreadsheetml.sheet

Other Study-Related Materials

Label:

Information_Incentives_Lewis_Wang_Ravikumar.aux

Text:

Notes:

application/octet-stream

Other Study-Related Materials

Label:

Information_Incentives_Lewis_Wang_Ravikumar.bbl

Text:

Notes:

application/octet-stream

Other Study-Related Materials

Label:

Information_Incentives_Lewis_Wang_Ravikumar.blg

Text:

Notes:

application/octet-stream

Other Study-Related Materials

Label:

Information_Incentives_Lewis_Wang_Ravikumar.log

Text:

Notes:

text/plain

Other Study-Related Materials

Label:

Information_Incentives_Lewis_Wang_Ravikumar.out

Text:

Notes:

application/octet-stream

Other Study-Related Materials

Label:

Information_Incentives_Lewis_Wang_Ravikumar.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

Information_Incentives_Lewis_Wang_Ravikumar.synctex.gz

Text:

Notes:

application/x-gzip

Other Study-Related Materials

Label:

Information_Incentives_Lewis_Wang_Ravikumar.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

jaere.bst

Text:

Notes:

application/octet-stream

Other Study-Related Materials

Label:

References.bib

Text:

Notes:

application/octet-stream

Other Study-Related Materials

Label:

balance_table.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

balance_table_TConly.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

balance_table_zero_leakage.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

cdf_baseline_emissions.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

cdf_baseline_leakage.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

cdf_change_emissions_base_leak_is_zero.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

cdf_endline_emissions_base_leak_is_above_median.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

cdf_endline_emissions_base_leak_is_below_median_above_zero.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

cdf_endline_emissions_base_leak_is_zero.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

cdf_endline_leakage_base_leak_is_above_median.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

cdf_endline_leakage_base_leak_is_below_median_above_zero.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

cdf_endline_leakage_base_leak_is_zero.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

cdf_relative_change_emissions_base_leak_is_zero.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

component_repair_regressions.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

fraction_treated_by_operator.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

gelman_carlin_beyond_power.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

lpoly_log1_emissions_on_log1_leakage.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

lpoly_log1_emissions_on_log1_leakage_DIF.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

lpoly_log1_leakage_on_log1_leakage.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

lpoly_log1_leakage_on_log1_leakage_DIF.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

reg_zero_baseline_leakage_COUNT.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

reg_zero_baseline_leakage_OLS.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

reg_zero_baseline_leakage_OLS_detail.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

reg_zero_baseline_leakage_OLS_fragment.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

reg_zero_baseline_leakage_OLS_Treat_x_Vent.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

reg_zero_baseline_leakage_treatment_intensity_OLS.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

reg_zero_base_leakage_TWOPM.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

reg_zero_base_leakage_TWOPM_detail.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

reg_zero_base_leakage_TWOPM_fragment.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

spillover_test_control_sites_OLS.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

summary_stats_outliers.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

graphic_info_threshold_depends_on_L.pdf

Text:

Notes:

application/pdf

Other Study-Related Materials

Label:

baseline_emissions_is_zero_p_test.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

baseline_leakage_is_zero_p_test.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

bs_rep_count.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

bs_rep_count_lpoly.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_added_sample.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_baseline_leakage_above_median.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_baseline_leakage_below_median_above_zero.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_control.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_control_zero_baseline_leakage.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_missing_gas_at_baseline.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_nonmissing_gas_at_baseline.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_total_sample.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_treatment.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_treatment_zero_baseline_leakage.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_wang_sample.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_zero_baseline_leakage.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_zero_baseline_venting.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

count_zero_gas_at_baseline.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

frac_zero_baseline_leakage.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

gas_mean_at_baseline.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

highest_site_count.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

iea_fraction_leaks.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

iea_fraction_negative_abatement_cost.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

leakage_max_at_baseline.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

leakage_mean_at_baseline.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

leakage_ratio_max_p50_baseline.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

leakage_ratio_p95_p50_baseline.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

lowest_site_count.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

max_site_start.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

median_emiss_effect_DOLLARS.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

median_emiss_effect_round.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

median_leak_effect_DOLLARS.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

median_leak_effect_round.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

median_site_start.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

methane_social_cost_per_kg.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

min_site_start.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

oil_mean_at_baseline.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

operator_count_fewest_sites.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

operator_count_most_sites.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

opers_exceeds_AERstandard_base.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

opers_exceeds_AERstandard_end.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

percent_treatment.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

percent_treatment_annual.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

percent_treatment_biannual.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

percent_treatment_triannual.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

perc_positive_nat_gas.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

repair_count_all_leaks.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

repair_count_leaks_tracked.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

repair_count_not_repaired_leaks.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

repair_count_repaired_leaks.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

repair_percent_repaired.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

sites_exceeds_AERstandard_base.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

sites_exceeds_AERstandard_end.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

smallest_p_value_sample_treatment_groups.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

test_vent_zero_base_leakage.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

total_operators_baseline.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

treat_effect_emiss_no_controls_zero_baseline_leakage_OLS.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

treat_effect_emiss_no_controls_zero_baseline_leakage_TWOPM.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

treat_effect_emiss_w_controls_zero_baseline_leakage_OLS.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

treat_effect_emiss_w_controls_zero_baseline_leakage_TWOPM.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

treat_effect_leak_no_controls_zero_baseline_leakage_OLS.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

treat_effect_leak_no_controls_zero_baseline_leakage_TWOPM.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

treat_effect_leak_w_controls_zero_baseline_leakage_OLS.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

treat_effect_leak_w_controls_zero_baseline_leakage_TWOPM.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

venting_mean_at_baseline.tex

Text:

Notes:

application/x-tex

Other Study-Related Materials

Label:

venting_ratio_p95_p50_baseline.tex

Text:

Notes:

application/x-tex