68,035 responses from 6,818 respondents to 10 items.
One of 2 tables from the same source; this one measures When Student Incentives Don't Work: Evidence from a Field Experiment in Malawi. The others are listed under Related tables.
| Description | Cognitive test in an RCT |
|---|---|
| Reference | Berry, J., Kim, H. B., & Son, H. H. (2022). When student incentives do not work: Evidence from a field experiment in Malawi. Journal of Development Economics, 158, 102893. Berry, James; Kim, Hyuncheol Bryant; Son, Hyuk Harry, 2021, "Replication Data for: When Student Incentives Don't Work: Evidence from a Field Experiment in Malawi", https://doi.org/10.7910/DVN/FXL7JW, Harvard Dataverse, V1, UNF:6:Jdmc919H5J9CPJ3R3yql2Q== [fileUNF] |
| Licence | CC0 1.0 |
| Source data | https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/FXL7JW |
| Responses | 68,035 |
|---|---|
| Respondents | 6,818 |
| Items | 10 |
| Response categories | 2 |
| Responses per respondent | 9.979 |
| Responses per item | 6803.500 |
| Density | 0.998 |
| Longitudinal | FALSE |
| age range | Child (<18y) |
|---|---|
| child age (for child-focused studies) | Adolescent (12-18y) |
| sample | Educational |
| construct type | Cognitive/educational, Other |
| measurement tool | Survey/questionnaire |
| item format | Likert Scale/selected response |
| construct name | When Student Incentives Don't Work: Evidence from a Field Experiment in Malawi |
This codebook is reconstructed by the IRW from the IRW data standard and the script that built it, il_hte_39_40.R. It is our best reading, not the source’s own codebook, and it may contain mistakes. Where the two disagree, the source data are the authority. If you find an error, please tell us.
| Column | What it is | Source column |
|---|---|---|
| IRW standard columns | ||
cluster_id | IRW standard The group a focal unit is nested in — classroom, teacher, school. | made in the build script |
id | IRW standard Identifier for the focal unit being measured — typically a person, but sometimes another entity (e.g., a word in a lexical task). | made in the build script |
item | IRW standard Item identifier. | made in the build script |
resp | IRW standard Response value. | not traced |
std_baseline | IRW standard A standardised pre-treatment score, usually the trial's baseline measure. | made in the build script |
treat | IRW standard Treatment group assignment in experimental studies. | rct_edit |
| Respondent covariates | ||
cov_ethnicity | Covariate | b1_q105 |
cov_home_lang | Covariate | b1_q106 |
cov_religion | Covariate | b1_q107 |
| Other columns | ||
grade | From source Not defined by the IRW standard; the source column’s codebook entry gives its meaning. | y1_standard |
school | From source Not defined by the IRW standard; the source column’s codebook entry gives its meaning. | y1_schoolno |
What item codes and covariate values stand for is in the codebook released with the source data.
Or load it directly in R or Python (both need a free Redivis account; the first call opens a browser to sign in):
# R
install.packages("remotes")
remotes::install_github("itemresponsewarehouse/Rpkg")
library(irw)
df <- irw_fetch("gilbert_meta_39")
# Python
pip install irw
import irw
df = irw.fetch("gilbert_meta_39")
@misc{https://doi.org/10.7910/dvn/fxl7jw,
doi = {10.7910/DVN/FXL7JW},
url = {https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/FXL7JW},
author = {Berry, James and Kim, Hyuncheol Bryant and Son, Hyuk Harry},
keywords = {Social Sciences},
title = {Replication Data for: When Student Incentives Don't Work: Evidence from a Field Experiment in Malawi},
publisher = {Harvard Dataverse},
year = {2021}
}
| IRW version | v549 |
|---|---|
| Redivis dataset | item_response_warehouse v70.0 |
| Redivis dataset DOI | 10.57761/4qxs-pq87 |
| Manifest pin for this IRW version | v70.0 |
| Metadata source | irw_meta v39.0 |