AI Literacy and Migrant Rights Information in Bangladesh: A Survey of AI Aware Respondents

Accurate and accessible information can help people navigating overseas employment, while generative artificial intelligence (AI) creates new questions about the quality and verification of migration-related advice. This study examines responses to statements about AI literacy and migrant-worker-rights information in 385 adult, AI-aware survey records from Bangladesh. The mixed sample includes law students, graduates, legal professionals and other respondents; prospective overseas workers are not identified in the workbook. The questionnaire asks about self-reported ability to locate rights information with AI, recognition of the need to verify migration information, awareness of misleading recruitment information and support for pre-departure AI-literacy training. It does not test knowledge of specific migrant-worker rights or observe use of an AI migration service. Item distributions, joint endorsement, paired comparisons and exploratory ordinal correlations are reported. Of 385 respondents, 256 (66.5%) endorsed the ability-to-locate statement, 341 (88.6%) endorsed the need to verify AI-generated migration information, and 267 (69.4%) supported AI-literacy training in pre-departure preparation. A total of 231 respondents (60.0%) endorsed both locating information and the need for verification; 110 endorsed verification without endorsing locating information. These answers do not establish actual verification or training effectiveness. The article distinguishes locating information, verifying its authority, knowing a legal right and obtaining an effective remedy. Future research should identify prospective workers, use rights-specific scenarios and document recruitment and consent procedures.

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Publication Details

Journal
Preprints.org
Published
2026-10-29
DOI
https://doi.org/10.20944/preprints202610.3010.v1
Primary Topic
Migration and Labor Dynamics
Type
preprint
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preprint

AI Literacy and Migrant Rights Information in Bangladesh: A Survey of AI Aware Respondents

Kazi Abdul Mannan, Irin Jahan Emo
1 links
Preprints.org
Migration and Labor Dynamics
preprint

AI Literacy and Migrant Rights Information in Bangladesh: A Survey of AI Aware Respondents

Kazi Abdul Mannan, Irin Jahan Emo
preprint en

Abstract

Accurate and accessible information can help people navigating overseas employment, while generative artificial intelligence (AI) creates new questions about the quality and verification of migration-related advice. This study examines responses to statements about AI literacy and migrant-worker-rights information in 385 adult, AI-aware survey records from Bangladesh. The mixed sample includes law students, graduates, legal professionals and other respondents; prospective overseas workers are not identified in the workbook. The questionnaire asks about self-reported ability to locate rights information with AI, recognition of the need to verify migration information, awareness of misleading recruitment information and support for pre-departure AI-literacy training. It does not test knowledge of specific migrant-worker rights or observe use of an AI migration service. Item distributions, joint endorsement, paired comparisons and exploratory ordinal correlations are reported. Of 385 respondents, 256 (66.5%) endorsed the ability-to-locate statement, 341 (88.6%) endorsed the need to verify AI-generated migration information, and 267 (69.4%) supported AI-literacy training in pre-departure preparation. A total of 231 respondents (60.0%) endorsed both locating information and the need for verification; 110 endorsed verification without endorsing locating information. These answers do not establish actual verification or training effectiveness. The article distinguishes locating information, verifying its authority, knowing a legal right and obtaining an effective remedy. Future research should identify prospective workers, use rights-specific scenarios and document recruitment and consent procedures.

Preprints.org
Migration and Labor Dynamics
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