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. 2015 Jul 21;10(7):e0133304.
doi: 10.1371/journal.pone.0133304. eCollection 2015.

Healthcare Worker Preferences for Active Tuberculosis Case Finding Programs in South Africa: A Best-Worst Scaling Choice Experiment

Nathan N O'Hara  1 , Lilla Roy  2 , Lyndsay M O'Hara  1 , Jerry M Spiegel  1 , Larry D Lynd  2 , J Mark FitzGerald  3 , Annalee Yassi  1 , Letshego E Nophale  4 , Carlo A Marra  5
Affiliations

Healthcare Worker Preferences for Active Tuberculosis Case Finding Programs in South Africa: A Best-Worst Scaling Choice Experiment

Nathan N O'Hara et al. PLoS One. .

Abstract

Objective: Healthcare workers (HCWs) in South Africa are at a high risk of developing active tuberculosis (TB) due to their occupational exposures. This study aimed to systematically quantify and compare the preferred attributes of an active TB case finding program for HCWs in South Africa.

Methods: A Best-Worst Scaling choice experiment estimated HCW's preferences using a random-effects conditional logit model. Latent class analysis (LCA) was used to explore heterogeneity in preferences.

Results: "No cost", "the assurance of confidentiality", "no wait" and testing at the occupational health unit at one's hospital were the most preferred attributes. LCA identified a four class model with consistent differences in preference strength. Sex, occupation, and the time since a previous TB test were statistically significant predictors of class membership.

Conclusions: The findings support the strengthening of occupational health units in South Africa to offer free and confidential active TB case finding programs for HCWs with minimal wait times. There is considerable variation in active TB case finding preferences amongst HCWs of different gender, occupation, and testing history. Attention to heterogeneity in preferences should optimize screening utilization of target HCW populations.

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Conflict of interest statement

Competing Interests: The authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1. Relative importance of attributes.
Rescaled to sum to 1 within each class.
See this image and copyright information in PMC

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