Knowledge, Attitudes, and Practices Regarding Antimicrobial Resistance Among Users of an Indian Digital Healthcare Platform: A Cross-sectional Online Survey
Agarwal, Z.; Mishra, S.; Kaur, J.; Sharma, R.; Sethi, T.
Show abstract
Background: Antimicrobial resistance (AMR) is a growing global health threat, and India's high antibiotic consumption makes public knowledge, attitudes, and practices (KAP) a critical determinant of stewardship outcomes. Existing Indian KAP evidence is drawn from small, localised cohorts, leaving a gap in nationwide, digitally-sourced data. This study aimed to describe antibiotic-related knowledge, attitudes and self-reported practices among users of a digital healthcare platform in India, examine demographic and regional variation, and identify potential areas for future stewardship interventions. Methods: A cross-sectional survey was conducted among adult users of the Tata 1mg platform (December 2025-February 2026), with participants invited via an in-app banner. Knowledge and attitude were each scored on a 0-4 scale (4 items); practice was scored as a percentage of applicable items answered favourably, with scoring adjusted for branching logic based on antibiotic-access route. Of 10,726 respondents who started the survey, 4,883 completed it (45.5%). City of residence was mapped to one of six regions (India's five statutory Zonal Council zones plus a North-Eastern region) for 4,187 respondents. Associations with demographic characteristics were assessed using multivariable linear regression, and regional differences were assessed using one-way ANOVA. A parallel survey of 256 physicians was conducted to enable patient-provider comparison. Results: Mean scores were: knowledge 2.28 (SD 1.19), attitude 0.91 (SD 1.14), practice 44.9% (SD 33.4); attitude, not knowledge, was the weakest domain. Older age was associated with higher scores across all domains (practice: B=12.52, p<0.001 for age [≥]65 vs. 18-34); city tier was independently associated with lower knowledge and attitude (Tier 3 vs. Tier 1: p=0.010 and p<0.001, respectively). Regional differences were non-significant for knowledge and practice but significant for attitude (F=2.56, p=0.026, ^2=0.003), driven by lower scores in the North-Eastern region. In the parallel physician survey, 55.5% of respondents estimated that more than half of their patients self-medicated before consultation. Conclusion: In this platform-based sample, attitudes were the weakest domain, not knowledge, and 42.0% said their last antibiotic did not come on a doctor's recommendation. The findings may inform digital stewardship touchpoints, such as point-of-purchase guidance and prescription verification, in line with India's National Action Plan on Antimicrobial Resistance 2.0. As a cross-sectional survey of platform users, it cannot establish the relative contributions of knowledge, beliefs and access pathways to antibiotic use.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Use of Generative AI for Health Among Urban Youth in Pakistan: A Mixed-Methods Study 92%
- Impact of a pilot mHealth intervention on treatment outcomes of TB patients seeking care in the private sector using Propensity Scores Matching – Evidence collated from New Delhi, India 92%
- Impact of electronic medical records on healthcare delivery in Nigeria: A Review 91%
Similar papers in this journal
- Perceptions, views and practices regarding antibiotic prescribing and stewardship among hospital physicians in Jakarta, Indonesia 94%
- Antibiotic use for typhoid in India: Estimation from private sector prescription data during 2013-15 93%
- Risks of use and non-use of antibiotics in primary care. Qualitative study of prescribers' views 93%
Similar papers in this journal
- Compliance to 4Ds of antimicrobial stewardship practices in a tertiary care centre 92%
- Antibiotic prescribing patterns by age and sex in England: why we need to take this variation into account to evaluate antibiotic stewardship and AMR selection 91%
- Better Antimicrobial Resistance Data Analysis & Reporting in Less Time 91%
Similar papers in this journal
- Assessment of knowledge and perception of prescribers towards rational medicine use in the Ashanti Region of Ghana 93%
- Perspectives of pharmacy employees on an inappropriate use of antimicrobials in Kathmandu, Nepal 93%
- Clinical pattern of antibiotic overuse and misuse in primary healthcare hospitals in the southwest of China 92%
Similar papers in this journal
- Drivers of inappropriate use of antimicrobials in South Asia: A systematic review of qualitative literature 93%
- Access to essential medicines for noncommunicable diseases during conflicts: the case cardiovascular diseases, diabetes and epilepsy in Northern Syria 92%
- Patient knowledge, attitudes and practices on chronic wound infections in Tanga Regional Referral Hospital, Tanzania; a qualitative study 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.