The Double-Edged Sword of Consecutive and Snowball Sampling: Practical Utility Versus Methodological Compromise

Nonprobability sampling, especially the consecutive and snowball methods, is common in Indian mental health research due to their practical utility. Yet, their unchecked use shapes whose experiences are heard and whose are excluded. This article critiques their ethical costs and proposes realistic reforms for inclusive, responsible data collection.

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Publication Details

Journal
Indian Journal of Psychological Medicine
Published
2025-12-14
DOI
https://doi.org/10.1177/02537176251405469
Primary Topic
HIV, Drug Use, Sexual Risk
Type
article
Field-Weighted Citation Impact
0.00
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article

The Double-Edged Sword of Consecutive and Snowball Sampling: Practical Utility Versus Methodological Compromise

Advitya Singh, D. Tripathy, Jyoti Shankar Tripathy
Indian Journal of Psychological Medicine
HIV, Drug Use, Sexual Risk
article

The Double-Edged Sword of Consecutive and Snowball Sampling: Practical Utility Versus Methodological Compromise

Advitya Singh, D. Tripathy, Jyoti Shankar Tripathy
article en

Abstract

Nonprobability sampling, especially the consecutive and snowball methods, is common in Indian mental health research due to their practical utility. Yet, their unchecked use shapes whose experiences are heard and whose are excluded. This article critiques their ethical costs and proposes realistic reforms for inclusive, responsible data collection.

Indian Journal of Psychological MedicineVol. 48(1)
Lovely Professional University (IN), Sambalpur University (IN), Veer Surendra Sai Medical College and Hospital (IN)
Openalex Percentile: Top 48%
HIV, Drug Use, Sexual Risk
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