Evidence map›Paper›PMID 41926155›Full record

ArticleJMIR formative research2026

Social Media Promotion of Raw Date Palm Sap and Emerging Nipah Virus Transmission Risk in Bangladesh: Descriptive Analysis of Multisource Data.

Kamal Ibne Amin Chowdhury, Faruq Abdulla, S M Zafor Shafique, Laila Afroza, Nisharggo Niloy, James Soren, Amlan Chakma, Md Maniruzzaman Howlader, Md Taizul Islam, Muhammad Rashedul Alam and 18 more

Abstract read
In one paragraph

Article in JMIR formative research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

28 authors.

Kamal Ibne Amin ChowdhuryInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0000-0001-7125-7071
Faruq AbdullaInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0000-0003-3952-5843
S M Zafor ShafiqueInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0009-0006-5820-2491
Laila AfrozaInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0009-0000-5442-7120
Nisharggo NiloyInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0000-0001-9933-9829
James SorenInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0000-0002-4383-0560
Amlan ChakmaInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0009-0009-0981-5103
Md Maniruzzaman HowladerInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0009-0008-4477-2279
Md Taizul IslamInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0009-0002-9612-8596
Muhammad Rashedul AlamInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0000-0001-9625-6307
Wasik Rahman AquibInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0009-0000-1412-298X
Dewan Imtiaz RahmanInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0009-0006-2337-6766
Tonmoy SarkarInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0009-0009-9052-8426
Anika FarzinInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0009-0002-4397-9653
Fateha Akther EmaInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0000-0001-7607-1014
Shadman Sakib ChoudhuryInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0000-0003-4939-4779
Mohammad Rezaul KarimInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0009-0000-2302-242X
Sharmin SultanaInstitute of Epidemiology, Disease Control and Research (IEDCR), Dhaka, Bangladesh.ORCID 0000-0003-0261-069X
Mohammad Enayet HossainInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0000-0001-5511-1857
Md Sharful Islam KhanInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0000-0002-7319-1333
Mohammed Ziaur RahmanInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0000-0002-4103-4835
Trevor ShoemakerCenters for Disease Control and Prevention (CDC), Atlanta, GA, United States.ORCID 0000-0001-6874-6309
Christina SpiropoulouCenters for Disease Control and Prevention (CDC), Atlanta, GA, United States.ORCID 0000-0001-8406-3161
John D KlenaCenters for Disease Control and Prevention (CDC), Atlanta, GA, United States.ORCID 0000-0001-9933-6193
Tahmina ShirinInstitute of Epidemiology, Disease Control and Research (IEDCR), Dhaka, Bangladesh.ORCID 0000-0002-5061-3783
Sayera BanuInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0000-0002-5121-1962
Joel M MontgomeryCenters for Disease Control and Prevention (CDC), Atlanta, GA, United States.ORCID 0000-0003-0523-4431
Syed Moinuddin SatterInfectious Disease, icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh, 880 1790665868.ORCID 0000-0002-2959-4522

Funding

CGH CDC HHS U01 GH002403
6 · The paper itself

Abstract

Background: Nipah virus (NiV) infection is considered one of the deadliest infectious diseases, with a case fatality rate of approximately 71%. In Bangladesh, the primary risk factor for NiV infection is the consumption of raw date palm sap (DPS) contaminated with excreta from fruit bats (ie, members of the Pteropodidae family). Recently, the increasing use of social media among Bangladeshi youth has enabled business groups to widely advertise and sell raw DPS. This increased access, combined with young people perceiving consumption of raw DPS as an "adventurous event," may facilitate an increase in incidences of NiV infection. Objective: We aimed to explore and document data from social media regarding raw DPS advertisements and consumption. Furthermore, we aimed to investigate the commercial distribution of raw DPS across the country. Methods: The data were accessed from common social media platforms used in Bangladesh, including Facebook and YouTube, between November 10, 2023, and January 31, 2024. We considered this period to capture public opinions, discussions, and reported incidents during the peak harvesting and consumption season of DPS. While DPS harvesting continues until March, early monitoring is essential for identifying the emerging concerns related to NiV transmission. Extracted variables were post dates and times, source locations, types of sources and posts, provider details (eg, sellers and gachis), post descriptions, user reactions, views, comments, and shares. Particular emphasis was placed on identifying the districts of both DPS suppliers and recipients. We used R version 4.3.2 and Stata version 15 for analyzing statistical data and QGIS for geographic data. Results: Of 556 social media posts, 361 (64.9%) were advertisements promoting raw DPS. Few DPS-related posts (n= 10, 1.8%) were associated with raising awareness about DPS consumption and NiV infection. In total, 473,724 people interacted with the social media posts. The identification of supplier and recipient districts revealed 14 source districts of raw DPS. The majority of raw DPS were distributed from Rajshahi, Naogaon, Rajbari, and Faridpur, which are among the most NiV-prone districts. During the data collection period, we observed an average of 996 (SD 377) liters of raw DPS sold per day from multiple gachhis (sap collectors) and sellers (vendors) in Rajshahi. Conclusions: The marketing of raw DPS through digital media platforms has increased customer interest, as evidenced by the notably high level of public engagement observed on this topic within the Bangladeshi social media context. Distributing raw DPS using digital platforms is a marketing tool that significantly increases the availability of raw DPS to previously hard-to-reach markets and potentially increases individuals' exposure to NiV infection. This study recommends a multidisciplinary approach, which incorporates context-specific public health investigations, policymaking, and digital media surveillance to address emerging public health concerns.

Indexed as

Henipavirus InfectionsNipah VirusPhoeniceaeSocial MediaAnimalsBangladeshHumansMedia ExposureRisk Factorsdate palm sapdigital epidemiologyfocused ethnographyinfodemiologyNipah virussocial media promotionzoonotic disease transmission

Identifiers

PMID41926155
PMCPMC13045780

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