Pilot discrete choice modelling survey for an MCDA study in Kenya (doi:10.7910/DVN/CUTGVF)

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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
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Pilot discrete choice modelling survey for an MCDA study in Kenya

doi:10.7910/DVN/CUTGVF

Harvard Dataverse

2024-04-17

1

Obadha, Melvin; Barasa, Edwine, 2024, "Pilot discrete choice modelling survey for an MCDA study in Kenya", https://doi.org/10.7910/DVN/CUTGVF, Harvard Dataverse, V1, UNF:6:JsbOo6chEij8alIN3kikGA== [fileUNF]

Pilot discrete choice modelling survey for an MCDA study in Kenya

doi:10.7910/DVN/CUTGVF

Obadha, Melvin (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.)

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.)

Harvard Dataverse

KWTRP Data Governance Committee

Wafula, James

2024-04-17

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

Medicine, Health and Life Sciences, Social Sciences, Africa, Discrete choice, Health benefit package, Kenya, Multi-criteria decision analysis, Priority setting

A dataset for a pilot discrete choice modelling survey conducted as part of an exploratory quantitative Multi-Criteria Decision Analysis study in Kenya. The pilot explored stakeholders' preferences for six priority setting criteria (attributes) i.e., catastrophic health expenditure, congruence with existing priorities, effectiveness and safety, equity, health systems capacity requirements, and severity of disease. Data were collected, using Computer-Assisted Personal Interviews, from 24 Kenyan stakeholders (academics/researchers, patients, and health care providers) in July 2022.

The dataset is open access. Any questions should be directed to our data governance committee: dgc@kemri-wellcome.org.

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; Barasa, Edwine, 2024, "Pilot discrete choice modelling survey for an MCDA study in Kenya", https://doi.org/10.7910/DVN/CUTGVF, Harvard Dataverse, V1"

• Number of cases: 288

• No. of variables per record: 36

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

UNF:6:JsbOo6chEij8alIN3kikGA==

• ID - ID
• questionnaire_id - questionnaire_id
• choicetask_id - choicetask_id
• choicetask - choicetask
• questionnaire_version - questionnaire_version
• choice - choice
• effectiveness_a1 - effectiveness_a1
• effectiveness_a2 - effectiveness_a2
• catastrophic_a - catastrophic_a
• capacity_a - capacity_a
• equity_a - equity_a
• severity_a1 - severity_a1
• severity_a2 - severity_a2
• priority_a1 - priority_a1
• priority_a2 - priority_a2
• effectiveness_b1 - effectiveness_b1
• effectiveness_b2 - effectiveness_b2
• catastrophic_b - catastrophic_b
• capacity_b - capacity_b
• equity_b - equity_b
• severity_b1 - severity_b1
• severity_b2 - severity_b2
• priority_b1 - priority_b1
• priority_b2 - priority_b2
• av_alt1 - av_alt1
• av_alt2 - av_alt2
• gender - gender
• age - age
• education - education
• profession - profession
• position_experience1 - position_experience1
• organisation_type1 - organisation_type1
• organisational_experience1 - organisational_experience1
• overall_experience1 - overall_experience1
• stakeholder_group1 - stakeholder_group1
• hbp_involvement - hbp_involvement

f10120678 Location:

Summary Statistics: StDev 6.934235624304945; Max. 24.0; Min. 1.0; Valid 288.0; Mean 12.5

Variable Format: numeric

Notes: UNF:6:BZ2a0afAqReu1pZV/MDs8g==

f10120678 Location:

Summary Statistics: Valid 288.0; Max. 44.0; Min. 13.0; Mean 29.458333333333307; StDev 8.465445237328161

Variable Format: numeric

Notes: UNF:6:iIPjFuYd/cvlwIYQtzoDpw==

f10120678 Location:

Summary Statistics: Max. 288.0; Mean 144.5; StDev 83.28265125462805; Min. 1.0; Valid 288.0

Variable Format: numeric

Notes: UNF:6:6K8m5SqE+cv+6IyqPFJn4Q==

f10120678 Location:

Summary Statistics: Valid 288.0; StDev 3.458061328737549; Min. 1.0; Mean 6.5; Max. 12.0;

Variable Format: numeric

Notes: UNF:6:EGgkaugY1a6L6vQ+FNnlfw==

f10120678 Location:

Summary Statistics: StDev 1.6079072901316565; Max. 5.0; Mean 2.5833333333333353; Min. 0.0; Valid 288.0;

Variable Format: numeric

Notes: UNF:6:YG9gkt098K4gy2TxE+l03A==

f10120678 Location:

Summary Statistics: Min. 1.0; Max. 2.0; Mean 1.4930555555555556; StDev 0.500822011096055; Valid 288.0

Variable Format: numeric

Notes: UNF:6:j8fuao0JLxDol+QfHP8ZzA==

f10120678 Location:

Summary Statistics: Mean 0.33333333333333337; Max. 1.0; Min. 0.0; Valid 288.0; StDev 0.4722250688807648

Variable Format: numeric

Notes: UNF:6:/DYw2rhxiRjL1HGXbWehgw==

f10120678 Location:

Summary Statistics: Mean 0.33333333333333337; Max. 1.0; Min. 0.0; Valid 288.0; StDev 0.4722250688807648

Variable Format: numeric

Notes: UNF:6:u0y1bBIc3EGdzHbBOORIaw==

f10120678 Location:

Summary Statistics: Min. 0.0; Valid 288.0; StDev 0.5008703226778093; Mean 0.5; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:bv/Vg1FrJR/Bz7R7IKg9kA==

f10120678 Location:

Summary Statistics: Max. 1.0; Mean 0.5; Min. 0.0; StDev 0.5008703226778093; Valid 288.0

Variable Format: numeric

Notes: UNF:6:Piri1rxFAYGLsV3p7tqn0g==

f10120678 Location:

Summary Statistics: Mean 0.5; Min. 0.0; Max. 1.0; Valid 288.0; StDev 0.5008703226778093

Variable Format: numeric

Notes: UNF:6:mdKBOFrHx4+D+LsjypZVrw==

f10120678 Location:

Summary Statistics: Valid 288.0; Max. 1.0; Min. 0.0; StDev 0.4722250688807648; Mean 0.33333333333333337

Variable Format: numeric

Notes: UNF:6:sPzCYGEvULWiiPDfkIttcQ==

f10120678 Location:

Summary Statistics: Valid 288.0; StDev 0.4722250688807648; Min. 0.0; Mean 0.33333333333333337; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Nb43KBuorm8DUW4lSaSe/A==

f10120678 Location:

Summary Statistics: Valid 288.0; Min. 0.0; StDev 0.4722250688807648; Mean 0.33333333333333337; Max. 1.0

Variable Format: numeric

Notes: UNF:6:h20K+KDJPfgeoSWqGVs2qA==

f10120678 Location:

Summary Statistics: Valid 288.0; Mean 0.33333333333333337; Min. 0.0; Max. 1.0; StDev 0.4722250688807648

Variable Format: numeric

Notes: UNF:6:/2zPLiBeDdJNcxNN7UyauA==

f10120678 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.4722250688807648; Valid 288.0; Mean 0.33333333333333337

Variable Format: numeric

Notes: UNF:6:usK/iMYXvX16s/hKO4YeNg==

f10120678 Location:

Summary Statistics: Mean 0.33333333333333337; Max. 1.0; StDev 0.4722250688807648; Valid 288.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:z8f7xh6z9D5j1Ewel07kug==

f10120678 Location:

Summary Statistics: Max. 1.0; Mean 0.5; Valid 288.0; StDev 0.5008703226778093; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:cRjBghSh45q9SFa0X/8F/A==

f10120678 Location:

Summary Statistics: Max. 1.0; StDev 0.5008703226778093; Min. 0.0; Valid 288.0; Mean 0.5;

Variable Format: numeric

Notes: UNF:6:c5AjZxsHfxIzVub094mLPA==

f10120678 Location:

Summary Statistics: Mean 0.5; Valid 288.0; Min. 0.0; Max. 1.0; StDev 0.5008703226778093;

Variable Format: numeric

Notes: UNF:6:3wYJD197Y2Z+Cr6/gHTZ9A==

f10120678 Location:

Summary Statistics: StDev 0.4722250688807648; Mean 0.33333333333333337; Max. 1.0; Min. 0.0; Valid 288.0

Variable Format: numeric

Notes: UNF:6:C2+q/7EWjJYUR5e3aQ6Qjw==

f10120678 Location:

Summary Statistics: Valid 288.0; StDev 0.4722250688807648; Mean 0.33333333333333337; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:yamPKrdYOmsMEtLZS1/vKg==

f10120678 Location:

Summary Statistics: Mean 0.33333333333333337; Max. 1.0; Valid 288.0; Min. 0.0; StDev 0.4722250688807648

Variable Format: numeric

Notes: UNF:6:dKCRM8CcFJtu6FH17ry2yA==

f10120678 Location:

Summary Statistics: StDev 0.4722250688807648; Max. 1.0; Valid 288.0; Mean 0.33333333333333337; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:zP5t+f+EkC+KqKN8lMjsDw==

f10120678 Location:

Summary Statistics: StDev 0.0; Max. 1.0; Min. 1.0; Valid 288.0; Mean 1.0

Variable Format: numeric

Notes: UNF:6:ws/jlBp5p/SoRcMozMxOPA==

f10120678 Location:

Summary Statistics: Valid 288.0; Max. 1.0; Min. 1.0; Mean 1.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:ws/jlBp5p/SoRcMozMxOPA==

f10120678 Location:

Summary Statistics: Valid 288.0; Min. 1.0; StDev 0.4337664234406919; Max. 2.0; Mean 1.25

Variable Format: numeric

Notes: UNF:6:EmBwgkt7FcxwBhGaNFIHPg==

f10120678 Location:

Summary Statistics: Mean 37.0; Min. 24.0; StDev 7.030049984705403; Valid 288.0; Max. 55.0

Variable Format: numeric

Notes: UNF:6:Yi+WJsN3nlghNzpsN+rwlQ==

f10120678 Location:

Summary Statistics: StDev 0.9286384323185715; Mean 3.125; Min. 1.0; Valid 288.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:Ws9T9ornneZVK5Eqnqq0YA==

f10120678 Location:

Summary Statistics: StDev 3.7572230089091008; Valid 288.0; Min. 1.0; Max. 11.0; Mean 5.625;

Variable Format: numeric

Notes: UNF:6:5j24uN6XLB4Hd8X5JSlV2A==

f10120678 Location:

Summary Statistics: Mean 4.830833333333333; Valid 288.0; Max. 14.0; Min. 0.02; StDev 3.654551741603302

Variable Format: numeric

Notes: UNF:6:pwRx20sugLROSrHbDFjtrg==

f10120678 Location:

Summary Statistics: Valid 276.0; Mean 4.260869565217392; StDev 1.3607716945700659; Min. 1.0; Max. 6.0

Variable Format: numeric

Notes: UNF:6:kc7jhjhaasvrfXh84x1AGQ==

f10120678 Location:

Summary Statistics: StDev 3.823742214341745; Max. 13.0; Min. 0.02; Valid 276.0; Mean 5.116956521739131

Variable Format: numeric

Notes: UNF:6:lB+hnidyGiLZCf+k1BTRvw==

f10120678 Location:

Summary Statistics: StDev 7.05375946911174; Mean 10.487499999999999; Valid 288.0; Max. 30.0; Min. 1.2;

Variable Format: numeric

Notes: UNF:6:RCe1h/6tGrk4ajlmJfilSQ==

f10120678 Location:

Summary Statistics: StDev 1.3146189548746352; Valid 288.0; Min. 2.0; Max. 5.0; Mean 3.8333333333333326

Variable Format: numeric

Notes: UNF:6:Q24jTp0sc5zTmggfk1OM5Q==

f10120678 Location:

Summary Statistics: Valid 288.0; Mean 0.20833333333333354; Min. 0.0; StDev 0.40682333571322676; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:z0ThQIw6U/OgCCRqS0Au1g==

Label:

apollo_rscript_mnl_pilot.R

type/x-r-syntax

Label:

Data_dictionary.pdf

application/pdf

Label:

Data_Readme_v1.txt

text/plain

Label:

pilot_choice_modelling_survey_questionnaire.pdf

application/pdf