Replication Data for: A discrete choice experiment on health care providers' preferences for capitation payment mechanism in Kenya (doi:10.7910/DVN/R4KOEP)

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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

Document Description

Citation

Title:

Replication Data for: A discrete choice experiment on health care providers' preferences for capitation payment mechanism in Kenya

Identification Number:

doi:10.7910/DVN/R4KOEP

Distributor:

Harvard Dataverse

Date of Distribution:

2019-09-15

Version:

3

Bibliographic Citation:

Obadha, Melvin; Chuma, Jane; Kazungu, Jacob; Barasa, Edwine, 2019, "Replication Data for: A discrete choice experiment on health care providers' preferences for capitation payment mechanism in Kenya", https://doi.org/10.7910/DVN/R4KOEP, Harvard Dataverse, V3, UNF:6:yEdfCtjFnqGHHwT3b+tS1A== [fileUNF]

Study Description

Citation

Title:

Replication Data for: A discrete choice experiment on health care providers' preferences for capitation payment mechanism in Kenya

Identification Number:

doi:10.7910/DVN/R4KOEP

Authoring Entity:

Obadha, Melvin (Health Economics Research Unit, KEMRI | Wellcome Trust Research Programme, Nairobi, Kenya)

Chuma, Jane (1. Health Economics Research Unit, KEMRI | Wellcome Trust Research Programme, Nairobi, Kenya. 2. The World Bank, Kenya Country Office, Nairobi, Kenya.)

Kazungu, Jacob (Health Economics Research Unit, KEMRI | Wellcome Trust Research Programme, Nairobi, Kenya)

Barasa, Edwine (1. Health Economics Research Unit, KEMRI | Wellcome Trust Research Programme, Nairobi, Kenya 2. Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom)

Distributor:

Harvard Dataverse

Access Authority:

Obadha, Melvin

Access Authority:

Barasa, Edwine

Depositor:

Wafula, James

Date of Deposit:

2019-09-15

Holdings Information:

https://doi.org/10.7910/DVN/R4KOEP

Study Scope

Keywords:

Medicine, Health and Life Sciences, Social Sciences, Capitation, Discrete choice experiment, Provider payment mechanism

Abstract:

Data associated with a discrete choice experiment that aimed to elicit the preferences of health care providers for the attributes of capitation payment mechanism in Kenya. The study focused on four capitation attributes, namely, capitation rate per individual per year, payment schedule, services to be paid by the capitation rate, and timeliness of payments. Choice and socio-demographic data were collected between July 2018 and November 2018 from 233 senior management team members in 98 health facilities in seven counties, namely, Bomet, Kakamega, Kilifi, Makueni, Meru, Migori, and Siaya. A stratified random sampling approach was used.

Date of Collection:

2018-07-01-2018-11-30

Notes:

For more detailed information beyond the metadata and documentation provided, there is a process of managed access requiring submission of a request form for consideration by our Data Governance Committee (dgc@kemri-wellcome.org).

Methodology and Processing

Sources Statement

Data Access

Citation Requirement:

Publications based on this data collection should acknowledge this source by means of bibliographic citation. To ensure that such source attributions are captured for bibliographic utilities, citations must appear in footnotes or in the reference section of publications. The bibliographic citation for this data collection is: "Obadha, Melvin; Chuma, Jane; Kazungu, Jacob; Barasa, Edwine, 2019, "Replication Data for: A discrete choice experiment on health care providers' preferences for capitation payment mechanism in Kenya", https://doi.org/10.7910/DVN/R4KOEP, Harvard Dataverse, V1"

Notes:

This data is made available under the Creative Commons Attribution 4.0 International (CC BY 4.0) - https://creativecommons.org/licenses/by/4.0/legalcode. Publications based on these data should acknowledge this source by means of bibliographic citations. For more information on these data, please contact the author via Melvin Obadha [MObadha@kemri-wellcome.org], Edwine Barasa [EBarasa@kemri-wellcome.org], or the data governance office via this email address: dgc@kemri-wellcome.org

Access to the data is restricted as the dataset is still being analyzed. Accompanying documentation is freely accessible under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. For more detailed information beyond the metadata and documentation provided, there is a process of managed access requiring submission of a request form for consideration by our Data Governance Committee (dgc@kemri-wellcome.org)

Other Study Description Materials

Related Studies

Obadha, Melvin; Barasa, Edwine; Kazungu, Jacob; Abiiro, Gilbert Abotisem; Chuma, Jane, 2019, "Replication Data for: Pilot study for a discrete choice experiment to elicit the preferences of health care providers for capitation payment mechanism in Kenya", https://doi.org/10.7910/DVN/AGIPLL, Harvard Dataverse, V1

File Description--f10677264

File: data_long_stata.tab

  • Number of cases: 8388

  • No. of variables per record: 27

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

Notes:

UNF:6:yEdfCtjFnqGHHwT3b+tS1A==

Variable Description

List of Variables:

Variables

id

f10677264 Location:

Summary Statistics: Mean 117.0; Min. 1.0; Valid 8388.0; Max. 233.0; StDev 67.26469658166845;

Variable Format: numeric

Notes: UNF:6:itk/O8p30F5xWj+CEa8dXQ==

choicetask

f10677264 Location:

Summary Statistics: Valid 8388.0; StDev 3.452258321214451; Mean 6.5; Max. 12.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:k3pMqQXEHIfPAGKHVEQ7+w==

alternative

f10677264 Location:

Summary Statistics: Min. 1.0; Mean 2.0; Max. 3.0; StDev 0.816545255796226; Valid 8388.0

Variable Format: numeric

Notes: UNF:6:Q9Uk2cDxZ8Gy9YO355JU3g==

groupid

f10677264 Location:

Summary Statistics: StDev 807.183741525906; Valid 8388.0; Min. 1.0; Max. 2796.0; Mean 1398.5;

Variable Format: numeric

Notes: UNF:6:Gz1tVzZTYvtUSnpsm4UyQQ==

choice

f10677264 Location:

Summary Statistics: Valid 8388.0; StDev 0.4714326232394338; Mean 0.33333333333333337; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:wHqMx55MuT/uxbj+figKKQ==

pschedule

f10677264 Location:

Summary Statistics: StDev 4.269003970115449; Valid 8388.0; Mean 3.666666666666667; Min. 0.0; Max. 12.0;

Variable Format: numeric

Notes: UNF:6:+Fdsj25OuYUSMtVMTdA2zw==

delayed

f10677264 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.2222222222222222; Valid 8388.0; StDev 0.41576449367149454;

Variable Format: numeric

Notes: UNF:6:0iLYcyjt5QDI6eD9MsoqLQ==

timely

f10677264 Location:

Summary Statistics: Mean 0.2222222222222222; StDev 0.41576449367149454; Max. 1.0; Min. 0.0; Valid 8388.0

Variable Format: numeric

Notes: UNF:6:jay7x4cTiqF36KT2TP2aFQ==

rate

f10677264 Location:

Summary Statistics: Min. 0.0; Valid 8388.0; Mean 1333.3333333333333; Max. 3200.0; StDev 1192.6406821958258;

Variable Format: numeric

Notes: UNF:6:dYf2D4JdK6ZzB3KAOeXnQg==

rate_scaled

f10677264 Location:

Summary Statistics: StDev 1.192640708853348; Mean 1.3333333631356556; Valid 8388.0; Min. 0.0; Max. 3.200000047683716

Variable Format: numeric

Notes: UNF:6:4q41RwGMPa/a+8DJIFc1NQ==

laboratory

f10677264 Location:

Summary Statistics: Max. 1.0; Valid 8388.0; Min. 0.0; Mean 0.16666666666666669; StDev 0.37270021318621094

Variable Format: numeric

Notes: UNF:6:d7AqUHMSGnsD8sqlskmxqg==

drugs

f10677264 Location:

Summary Statistics: StDev 0.3727002131862109; Min. 0.0; Mean 0.16666666666666669; Max. 1.0; Valid 8388.0

Variable Format: numeric

Notes: UNF:6:oK/2CO3Er1NZBkzwkXvxEg==

comprehensive

f10677264 Location:

Summary Statistics: StDev 0.3727002131862108; Min. 0.0; Max. 1.0; Mean 0.16666666666666669; Valid 8388.0

Variable Format: numeric

Notes: UNF:6:xdBXbIeZ/cju3a2EwLdi1w==

interviewercode

f10677264 Location:

Summary Statistics: Mean 1.3862660944206044; Max. 2.0; Valid 8388.0; StDev 0.4869218258019039; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:pz1032sFuUA0gPa3pVoz7w==

facility_ownership

f10677264 Location:

Summary Statistics: Mean 1.0343347639485017; Max. 4.0; StDev 0.7854428197097602; Min. 0.0; Valid 8388.0

Variable Format: numeric

Notes: UNF:6:svjfoVe0W/vKlqN16oZnbg==

private

f10677264 Location:

Summary Statistics: Mean 0.24892703862660942; Valid 8388.0; Min. 0.0; Max. 1.0; StDev 0.4324172290639986

Variable Format: numeric

Notes: UNF:6:ueeB/1rQvrS+X5SfVbJxPw==

faith_based

f10677264 Location:

Summary Statistics: Valid 8388.0; Max. 1.0; StDev 0.40446081370756626; Mean 0.2060085836909866; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:x62HCuRaFn5RA/nDkDbzEg==

care_level

f10677264 Location:

Summary Statistics: StDev 0.4949892746895111; Max. 1.0; Mean 0.5708154506437773; Min. 0.0; Valid 8388.0;

Variable Format: numeric

Notes: UNF:6:dNM6rgsdMrY+oOf5LXHshQ==

nhif_accreditation

f10677264 Location:

Summary Statistics: Valid 8388.0; StDev 0.7389398158461641; Mean 1.6738197424892707; Min. 0.0; Max. 2.0

Variable Format: numeric

Notes: UNF:6:bil5RuN8NrsQJUma2UhwjQ==

gender

f10677264 Location:

Summary Statistics: Min. 0.0; Valid 8388.0; StDev 0.460316614022236; Max. 1.0; Mean 0.3047210300429205

Variable Format: numeric

Notes: UNF:6:NC4puZBgEZrwe4byYFXz1A==

age

f10677264 Location:

Summary Statistics: Max. 68.0; StDev 10.053303793579943; Min. 22.0; Mean 37.82608695652183; Valid 8280.0

Variable Format: numeric

Notes: UNF:6:qBYe15suWxZ6KIR+YZdAcw==

head

f10677264 Location:

Summary Statistics: Mean 0.38197424892703985; Min. 0.0; Max. 1.0; StDev 0.4858992377096241; Valid 8388.0

Variable Format: numeric

Notes: UNF:6:WrBs0lauJ/Y2kntUTwHASA==

admin

f10677264 Location:

Summary Statistics: Min. 0.0; Mean 0.37339055793991466; StDev 0.48373334176180355; Valid 8388.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:oGaqW5VUyFoJ/itOjdcxxA==

profession

f10677264 Location:

Summary Statistics: Min. 0.0; Max. 8.0; Mean 3.6824034334764226; Valid 8388.0; StDev 2.6985134448109305

Variable Format: numeric

Notes: UNF:6:dyIvY+wokAfIqXiuBnGt7w==

professional_experience

f10677264 Location:

Summary Statistics: Min. 0.30000001192092896; StDev 9.475281076290255; Max. 47.0; Valid 8388.0; Mean 11.081759656703522;

Variable Format: numeric

Notes: UNF:6:01kcHp4L/Ye9HJ+wa3cZ2Q==

facility_experience

f10677264 Location:

Summary Statistics: Valid 8352.0; Min. 0.03999999910593033; Max. 26.0; Mean 3.864525862359283; StDev 4.342369908573341;

Variable Format: numeric

Notes: UNF:6:mN/LmHTVFZm791Hl9+BKqw==

capitation_knowledge

f10677264 Location:

Summary Statistics: StDev 0.35304979616420346; Mean 0.8540772532188808; Min. 0.0; Max. 1.0; Valid 8388.0

Variable Format: numeric

Notes: UNF:6:OyWrHqUqe+7cQddSppoCDQ==

Other Study-Related Materials

Label:

Choice Experiment Questionnaire.pdf

Text:

Data collection instrument

Notes:

application/pdf

Other Study-Related Materials

Label:

CODEBOOK_V1.DOCX

Notes:

application/vnd.openxmlformats-officedocument.wordprocessingml.document

Other Study-Related Materials

Label:

Data Readme File Template_v1.txt

Notes:

text/plain