Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty Publications Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Naidu, Barna; Goswami, Chinmoy; Dass, Kajal; Munje, Gaurangi; Cheriyan, Aashiek; Banerjee, Devleena Title A name given to the resource Ethical considerations in multimodal data collection and analysis Date A point or period of time associated with an event in the lifecycle of the resource 01-01-2025 Source A related resource from which the described resource is derived Multimodal Learning Using Heterogeneous Data;pp.157-168 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1016/B978-0-443-27528-9.00011-5" target="_blank" rel="noreferrer noopener">https://doi.org/10.1016/B978-0-443-27528-9.00011-5</a> <br /><br /><a href="https://www.scopus.com/pages/publications/105032957398?origin=resultslist" target="_blank" rel="noreferrer noopener">https://www.scopus.com/pages/publications/105032957398?origin=resultslist</a> Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Naidu B., BBA Department, School of Business and Management, Christ University, Karnataka, Bangalore, India; Goswami C., BBA Department, Sri Balaji University, Maharashtra, India; Dass K., BBA Department, School of Business and Management, Christ University, Karnataka, Bangalore, India; Munje G., BBA Department, Ambedkar Institute of Management Studies and Research, Maharashtra, Nagpur, India; Cheriyan A., BBA Department, School of Business and Management, Christ University, Karnataka, Bangalore, India; Banerjee D., BBA Department, School of Business and Management, Christ University, Karnataka, Bangalore, India Description An account of the resource Nowadays, research and industry rely more on collecting and analyzing multimodal data that integrates a host of formats like text, images, audio, and video. Such integration increases the decision-making capabilities and builds insightful information, but equally raises serious ethical issues to be followed up with caution. In multifarious and interrelated datasets, questions about ownership of the data, informed consent, and privacy become much more complex. This has further worsened by the advent of social media and big data analytics, exposing participants to possible harms. This paper discusses the ethical issues arising in such scenarios and calls for strong mechanisms that ensure responsible and just conduct in multimodal research. 2026 Elsevier Inc. All rights reserved. Subject The topic of the resource big data; computer security and privacy; data analysis; data collection; data science; Ethics; information management; knowledge management; mixed social research methods; multimodal data; network (computer science); privacy; social media Publisher An entity responsible for making the resource available Elsevier Relation A related resource ISBN: 978-044327528-9; 978-044327529-6; Language A language of the resource English Type The nature or genre of the resource Book chapter Rights Information about rights held in and over the resource Restricted Access; Hardcopy may be available in the library Format The file format, physical medium, or dimensions of the resource online