Replication Data for: Gender Bias in Assessments of Teacher Performance (doi:10.7910/DVN/YQXG6B)

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 for: Gender Bias in Assessments of Teacher Performance
Identification Number:	doi:10.7910/DVN/YQXG6B
Distributor:	Harvard Dataverse
Date of Distribution:	2021-01-27
Version:	1
Bibliographic Citation:	Sabrin Beg; Anne Fitzpatrick; Adrienne Lucas, 2021, "Replication Data for: Gender Bias in Assessments of Teacher Performance", https://doi.org/10.7910/DVN/YQXG6B, Harvard Dataverse, V1, UNF:6:WcUhRx3/YfveQXip0Pjjdg== [fileUNF]
Study Description
Citation
Title:	Replication Data for: Gender Bias in Assessments of Teacher Performance
Identification Number:	doi:10.7910/DVN/YQXG6B
Authoring Entity:	Sabrin Beg (University of Delaware)
	Anne Fitzpatrick (University of Massachusetts Boston)
	Adrienne Lucas (University of Delaware)
Distributor:	Harvard Dataverse
Access Authority:	Anne Fitzpatrick
Depositor:	Cavanagh, Jack
Date of Deposit:	2021-01-22
Study Scope
Keywords:	Social Sciences
Abstract:	This package contains replication data for: "Gender Bias in Assessments of Teacher Performance." The package includes analysis data and replication files. The analysis datasets contain cleaned data from surveys given to teachers, head teachers, and students, as well as student assessments. The data was collected in 2 waves between 2017 and 2019 in schools across Ghana. The scripts, produced in Stata, contain code to replicate the table and figure in the paper. For further details on the data or how to run the code, please see the readme file.
Methodology and Processing
Sources Statement
Data Access
Notes:	CC0 Waiver
Other Study Description Materials
File Description--f4308955
File: analysis_clean.tab
	Number of cases: 371 No. of variables per record: 20 Type of File: text/tab-separated-values
Notes:	UNF:6:a3ELlMRi7y3jCbEf2wlX9w==
File Description--f4308954
File: table1_dta.tab
	Number of cases: 15 No. of variables per record: 5 Type of File: text/tab-separated-values
Notes:	UNF:6:YgQBQueJ6rEqy0PVyWpBLg==
File Description--f4308957
File: vignettes_ht.tab
	Number of cases: 1050 No. of variables per record: 9 Type of File: text/tab-separated-values
Notes:	UNF:6:l7PNVKYPhoDpMY+YmCrrkg==
Variable Description
List of Variables:	grade_el - Primary school grade ht_gender3 - Head teacher gender (1 = male; 2 = female) ht_age3 - Head teacher age ht_years_head3 - Head teacher years of experience t_age - Teacher age t_gender - Teacher gender (1 = male; 2 = female) t_years_teach - Teacher years of experience t_edu_level - Teacher educational level treatment2 - TI-Only treatment3 - TI+Management stu_per_teacher - Class size miss_stu_per_teacher - Missing class size measurement z_tfe - Z score, objective teacher effectiveness t_effective_el - Teacher rated self as at least more effective than teachers at similar schools ht_t_effective_el - Head teacher rated teacher as at least more effective t_female - Female Teacher t_cov_miss - Missing teacher level covariate measures miss_ht_years_head3 - Missing head teacher experience measure miss_ht_age3 - Missing head teacher age measure school_id - Unique school id v1 v2 v3 v4 v5 vignette - Vignette number effective_female - Female Name effective - Effectiveness rating (1-5) z_effective - Standardized effectiveness rating ht_id - Unique head teacher ID _Ivignette_2 - vignette==2 _Ivignette_3 - vignette==3 _Ivignette_4 - vignette==4 _Ivignette_5 - vignette==5
Variables
Primary school grade
f4308955 Location:	Summary Statistics: StDev 0.5005860919882773; Min. 5.0; Valid 371.0; Mean 5.490566037735849; Max. 6.0 Variable Format: numeric Notes: UNF:6:kjmHFuIBDfkrH7Inw81pyQ==
Head teacher gender (1 = male; 2 = female)
f4308955 Location:	Summary Statistics: Mean 1.1584699453551912; Min. 1.0; Valid 366.0; Max. 2.0; StDev 0.3656809866888762 Variable Format: numeric Notes: UNF:6:1LVweJbvaHPb0DZkwARgJQ==
Head teacher age
f4308955 Location:	Summary Statistics: Max. 59.0; Min. 26.0; StDev 8.180158698659534; Mean 40.55304754005288; Valid 371.0 Variable Format: numeric Notes: UNF:6:CP2uwlit+GjLqelfGgltNw==
Head teacher years of experience
f4308955 Location:	Summary Statistics: Min. 0.0; Mean 5.741764793498819; Max. 26.0; Valid 371.0; StDev 5.207511538193127 Variable Format: numeric Notes: UNF:6:dXwF6jYnd05FZ6zc1ArR8w==
Teacher age
f4308955 Location:	Summary Statistics: Mean 30.970270270270266; Min. 21.0; StDev 6.247096447062178; Max. 58.0; Valid 370.0 Variable Format: numeric Notes: UNF:6:uXiF0Qynu5LlJLxQjldQhw==
Teacher gender (1 = male; 2 = female)
f4308955 Location:	Summary Statistics: Min. 1.0; StDev 0.413669681128395; Max. 2.0; Mean 1.21832884097035; Valid 371.0; Variable Format: numeric Notes: UNF:6:xTGfbkvLXMkhxUrJDgR6FQ==
Teacher years of experience
f4308955 Location:	Summary Statistics: Mean 5.482937496627436; Valid 371.0; Min. 0.0; Max. 30.0; StDev 5.219117926857435; Variable Format: numeric Notes: UNF:6:K1kH6h0uLV3F+BNx2+AQVg==
Teacher educational level
f4308955 Location:	Summary Statistics: Min. 4.0; Mean 8.11590296495957; Max. 10.0; Valid 371.0; StDev 0.7461906366569009 Variable Format: numeric Notes: UNF:6:lCuy6f8aelJdmEc4p/KuDg==
TI-Only
f4308955 Location:	Summary Statistics: Mean 0.3342318059299191; Max. 1.0; Valid 371.0; Min. 0.0; StDev 0.47235824718993924; Variable Format: numeric Notes: UNF:6:3AI49KZKfPpykEiy6w1tkQ==
TI+Management
f4308955 Location:	Summary Statistics: Valid 371.0; Max. 1.0; Min. 0.0; StDev 0.46739701475658263; Mean 0.32075471698113206 Variable Format: numeric Notes: UNF:6:GlVDq3MmfhFdOhlVHY8a+g==
Class size
f4308955 Location:	Summary Statistics: StDev 16.96974655243686; Mean 32.04091722431851; Max. 102.0; Min. 3.0; Valid 371.0 Variable Format: numeric Notes: UNF:6:WYcw1ohzsTwLEJeQbnJKZg==
Missing class size measurement
f4308955 Location:	Summary Statistics: Valid 371.0; Max. 1.0; StDev 0.08968023133110521; Mean 0.008086253369272215; Min. 0.0 Variable Format: numeric Notes: UNF:6:XGvqArmPbv8J0rnKPbWh9g==
Z score, objective teacher effectiveness
f4308955 Location:	Summary Statistics: Min. -2.962034225463867; Max. 2.170347213745117; Valid 371.0; Mean 0.006496892180143104; StDev 1.0142667925833038; Variable Format: numeric Notes: UNF:6:52jtWoSNICtQZwCW2EIZbQ==
Teacher rated self as at least more effective than teachers at similar schools
f4308955 Location:	Summary Statistics: Max. 1.0; Mean 0.7008086253369271; Min. 0.0; StDev 0.45852217787265037; Valid 371.0 Variable Format: numeric Notes: UNF:6:nQ2TIbudlanaZzvZRg9vqw==
Head teacher rated teacher as at least more effective
f4308955 Location:	Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.4939108222057273; Mean 0.5819672131147542; Valid 366.0 Variable Format: numeric Notes: UNF:6:5rT8kJj4Sm3IJFy+5USXKw==
Female Teacher
f4308955 Location:	Summary Statistics: Mean 0.21832884097035016; StDev 0.413669681128395; Max. 1.0; Min. 0.0; Valid 371.0; Variable Format: numeric Notes: UNF:6:0tL/MGZOAjkdZ8Fcsw7cZg==
Missing teacher level covariate measures
f4308955 Location:	Summary Statistics: Mean 0.0; StDev 0.0; Valid 371.0; Min. 0.0; Max. 0.0 Variable Format: numeric Notes: UNF:6:O6l2szVPWWvQJzN83uQ/sQ==
Missing head teacher experience measure
f4308955 Location:	Summary Statistics: Min. 0.0; StDev 0.13624227752280027; Valid 371.0; Max. 1.0; Mean 0.01886792452830181; Variable Format: numeric Notes: UNF:6:dar8DeC84eAAO6wjKKi3sA==
Missing head teacher age measure
f4308955 Location:	Summary Statistics: Min. 0.0; StDev 0.11546164163860345; Mean 0.013477088948787103; Max. 1.0; Valid 371.0 Variable Format: numeric Notes: UNF:6:mFg3C9uiKMG9WHW3mYGEyA==
Unique school id
f4308955 Location:	Summary Statistics: Min. 1.0; Mean 100.71428571428565; StDev 58.91527848198665; Max. 201.0; Valid 371.0 Variable Format: numeric Notes: UNF:6:S9grK9+RFs2Qas3JyQpmdw==
v1
f4308954 Location:	Variable Format: character Notes: UNF:6:zY4Of+81dZ2qq9FGHVgMVg==
v2
f4308954 Location:	Variable Format: character Notes: UNF:6:Mi11BBw3CB5BRV/q1jykzQ==
v3
f4308954 Location:	Variable Format: character Notes: UNF:6:oWUN5LoT89g3YPRa21wCkA==
v4
f4308954 Location:	Variable Format: character Notes: UNF:6:CLTXGlUwcaylUGt9qJnP2Q==
v5
f4308954 Location:	Variable Format: character Notes: UNF:6:HS19wazMoWMXC7/GMaCquA==
Vignette number
f4308957 Location:	Summary Statistics: Valid 1050.0; Mean 3.0; Min. 1.0; StDev 1.414887478809902; Max. 5.0 Variable Format: numeric Notes: UNF:6:7voqu0S4NE9WFhMGYfHQ7g==
Female Name
f4308957 Location:	Summary Statistics: StDev 0.4995956127454884; Min. 0.0; Mean 0.5253588516746414; Valid 1045.0; Max. 1.0; Variable Format: numeric Notes: UNF:6:qZiExKxuNmr+tLLLxXw6NA==
Effectiveness rating (1-5)
f4308957 Location:	Summary Statistics: Max. 5.0; StDev 1.0511593726516402; Mean 2.522988505747126; Valid 1044.0; Min. 1.0; Variable Format: numeric Notes: UNF:6:AHi87XSsHUyITR8Uj0kZ0A==
Standardized effectiveness rating
f4308957 Location:	Summary Statistics: Min. -1.929663062095642; Max. 5.618698596954346; Mean -3.1757753651180063E-9; StDev 0.9980806291177683; Valid 1044.0 Variable Format: numeric Notes: UNF:6:q2zQiesDNL9emzYcuqSG8A==
Unique head teacher ID
f4308957 Location:	Summary Statistics: Mean 105.5; StDev 60.64997876122375; Max. 210.0; Min. 1.0; Valid 1050.0 Variable Format: numeric Notes: UNF:6:Zo1CUPSVUkpH8pkxmTqOEQ==
vignette==2
f4308957 Location:	Summary Statistics: Min. 0.0; StDev 0.4001906123529672; Max. 1.0; Valid 1050.0; Mean 0.2 Variable Format: numeric Notes: UNF:6:ANZFBSfiJX7aO3C/JGGDZg==
vignette==3
f4308957 Location:	Summary Statistics: StDev 0.4001906123529672; Valid 1050.0; Min. 0.0; Mean 0.2; Max. 1.0 Variable Format: numeric Notes: UNF:6:gk47LrnTCP1xB1CmtQT2yA==
vignette==4
f4308957 Location:	Summary Statistics: Valid 1050.0; Max. 1.0; StDev 0.4001906123529672; Min. 0.0; Mean 0.2 Variable Format: numeric Notes: UNF:6:/ha6aTw+vk0Ilu+BMjL2aA==
vignette==5
f4308957 Location:	Summary Statistics: Min. 0.0; Valid 1050.0; Mean 0.2; StDev 0.4001906123529672; Max. 1.0 Variable Format: numeric Notes: UNF:6:xpP/KssECOpWUAIC1jRopw==
Other Study-Related Materials
Label:	figure1.do
Notes:	application/x-stata-syntax
Other Study-Related Materials
Label:	figure1.pdf
Notes:	application/pdf
Other Study-Related Materials
Label:	master.do
Notes:	application/x-stata-syntax
Other Study-Related Materials
Label:	readme.txt
Notes:	text/plain
Other Study-Related Materials
Label:	table1.txt
Notes:	text/plain
Other Study-Related Materials
Label:	tables.do
Notes:	application/x-stata-syntax