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Promoting HIV Testing by Men: A Discrete Choice Experiment to Elicit Preferences and Predict Uptake of Community-based Testing in Uganda.

Publication ,  Journal Article
Schaffer, EM; Gonzalez, JM; Wheeler, SB; Kwarisiima, D; Chamie, G; Thirumurthy, H
Published in: Appl Health Econ Health Policy
June 2020

BACKGROUND AND OBJECTIVES: HIV testing is essential to access HIV treatment and care and plays a critical role in preventing transmission. Despite this, testing coverage is low among men in sub-Saharan Africa. Community-based testing has demonstrated potential to expand male testing coverage, yet scant evidence reveals how community-based services can be designed to optimize testing uptake. We conducted a discrete choice experiment (DCE) to elicit preferences and predict uptake of community-based testing by men in Uganda. METHODS: Hypothetical choices between alternative community-based testing services and the option to opt-out of testing were presented to a random, population-based sample of 203 adult male residents. The testing alternatives varied by service delivery model (community health campaign, counselor-administered home-based testing, distribution of HIV self-test kits at local pharmacies), availability of multi-disease testing, access to antiretroviral therapy (ART), and provision of a US$0.85 incentive. We estimated preferences using a random parameters logit model and explored whether preferences varied by participant characteristics through subgroup analyses. We simulated uptake when a single and when two community-based testing services are made available, using reference values of observed uptake to calibrate predictions. RESULTS: The share of the adult male population predicted to test for HIV ranged from 0.15 to 0.91 when a single community-based testing service is made available and from 0.50 to 0.96 when two community-based services are provided concurrently. ART access was the strongest driver of choices (relative importance [RI] = 3.01, 95% confidence interval [CI]: 1.74-4.29), followed by the service delivery model (RI = 1.27, 95% CI 0.72-1.82) and availability of multi-disease testing (RI = 1.27, 95% CI 0.09-2.45). A US$0.85 incentive had the least yet still significant influence on choices (RI = 0.77, 95% CI 0.06-1.49). Men who perceived their risk of having HIV to be relatively elevated had higher predicted uptake of HIV self-test kits at local pharmacies, as did young adult men compared to men aged ≥ 30 years. Men who earned ≤ the daily median income had higher predicted uptake of all community-based testing services versus men who earned above the daily median income. CONCLUSION: Substantial opportunity exists to optimize the delivery of HIV testing to expand uptake by men; using an innovative DCE, we deliver timely, actionable guidance for promoting community-based testing by men in Uganda. We advance the stated preference literature methodologically by describing how we constructed and evaluated a pragmatic experimental design, used interaction terms to conduct subgroup analyses, and harnessed participant-specific preference estimates to predict and calibrate testing uptake.

Duke Scholars

Published In

Appl Health Econ Health Policy

DOI

EISSN

1179-1896

Publication Date

June 2020

Volume

18

Issue

3

Start / End Page

413 / 432

Location

New Zealand

Related Subject Headings

  • Young Adult
  • Uganda
  • Surveys and Questionnaires
  • Patient Acceptance of Health Care
  • Models, Econometric
  • Middle Aged
  • Male
  • Humans
  • Health Promotion
  • Health Policy & Services
 

Citation

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Schaffer, E. M., Gonzalez, J. M., Wheeler, S. B., Kwarisiima, D., Chamie, G., & Thirumurthy, H. (2020). Promoting HIV Testing by Men: A Discrete Choice Experiment to Elicit Preferences and Predict Uptake of Community-based Testing in Uganda. Appl Health Econ Health Policy, 18(3), 413–432. https://doi.org/10.1007/s40258-019-00549-5
Schaffer, Elisabeth M., Juan Marcos Gonzalez, Stephanie B. Wheeler, Dalsone Kwarisiima, Gabriel Chamie, and Harsha Thirumurthy. “Promoting HIV Testing by Men: A Discrete Choice Experiment to Elicit Preferences and Predict Uptake of Community-based Testing in Uganda.Appl Health Econ Health Policy 18, no. 3 (June 2020): 413–32. https://doi.org/10.1007/s40258-019-00549-5.
Schaffer EM, Gonzalez JM, Wheeler SB, Kwarisiima D, Chamie G, Thirumurthy H. Promoting HIV Testing by Men: A Discrete Choice Experiment to Elicit Preferences and Predict Uptake of Community-based Testing in Uganda. Appl Health Econ Health Policy. 2020 Jun;18(3):413–32.
Schaffer, Elisabeth M., et al. “Promoting HIV Testing by Men: A Discrete Choice Experiment to Elicit Preferences and Predict Uptake of Community-based Testing in Uganda.Appl Health Econ Health Policy, vol. 18, no. 3, June 2020, pp. 413–32. Pubmed, doi:10.1007/s40258-019-00549-5.
Schaffer EM, Gonzalez JM, Wheeler SB, Kwarisiima D, Chamie G, Thirumurthy H. Promoting HIV Testing by Men: A Discrete Choice Experiment to Elicit Preferences and Predict Uptake of Community-based Testing in Uganda. Appl Health Econ Health Policy. 2020 Jun;18(3):413–432.
Journal cover image

Published In

Appl Health Econ Health Policy

DOI

EISSN

1179-1896

Publication Date

June 2020

Volume

18

Issue

3

Start / End Page

413 / 432

Location

New Zealand

Related Subject Headings

  • Young Adult
  • Uganda
  • Surveys and Questionnaires
  • Patient Acceptance of Health Care
  • Models, Econometric
  • Middle Aged
  • Male
  • Humans
  • Health Promotion
  • Health Policy & Services