{"id":49597,"date":"2024-12-03T16:00:30","date_gmt":"2024-12-03T10:00:30","guid":{"rendered":"https:\/\/www.enago.com\/academy\/?p=49597"},"modified":"2025-05-29T12:21:39","modified_gmt":"2025-05-29T06:21:39","slug":"role-of-technology-in-diversity-equity-inclusivity","status":"publish","type":"post","link":"https:\/\/www.enago.com\/academy\/role-of-technology-in-diversity-equity-inclusivity\/","title":{"rendered":"Role of Technology in Promoting Diversity, Equity, and Inclusivity"},"content":{"rendered":"<p>Diversity, equity, and inclusion (DEI) are more than just buzzwords \u2014 they are the foundational principles that underpin the thriving and innovative STEM industry. Yet, there has been a longstanding gap in embracing DEI in its truest sense. For instance, only 34 % of global researchers are women. This issue is compounded by stark gender pay disparities. Men in STEM earn approximately $15,000 more annually than women, with non-Hispanic women facing even greater inequities, earning up to $33,000 less than their male counterparts.<\/p>\n<p><img decoding=\"async\" class=\"alignnone wp-image-49718 size-full lazyload\" data-src=\"https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/PV_DEI-article.png\" alt=\"dei\" width=\"900\" height=\"200\" data-srcset=\"https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/PV_DEI-article.png 900w, https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/PV_DEI-article-470x104.png 470w, https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/PV_DEI-article-750x167.png 750w, https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/PV_DEI-article-768x171.png 768w, https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/PV_DEI-article-150x33.png 150w\" data-sizes=\"(max-width: 900px) 100vw, 900px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 900px; --smush-placeholder-aspect-ratio: 900\/200;\" \/>This acknowledgement highlights the historical lack of DEI in STEM fields, which has created a narrow and often exclusive landscape, limiting the perspectives, experiences, and contributions of underrepresented groups. This lack of diversity not only raises ethical concerns but also hinders scientific progress and innovation. Fostering DEI in STEM fields helps create an inclusive environment, drives innovative solutions, and ultimately ensures that science serves everybody equitably.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_74 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.enago.com\/academy\/role-of-technology-in-diversity-equity-inclusivity\/#How_can_Technology_Foster_DEI_in_STEM_Field\" >How can Technology Foster DEI in STEM Field?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.enago.com\/academy\/role-of-technology-in-diversity-equity-inclusivity\/#Data-Driven_Insights_to_Bridge_Gaps\" >Data-Driven Insights to Bridge Gaps<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.enago.com\/academy\/role-of-technology-in-diversity-equity-inclusivity\/#Digital_Platforms_for_Mentorship_and_Networking\" >Digital Platforms for Mentorship and Networking<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.enago.com\/academy\/role-of-technology-in-diversity-equity-inclusivity\/#AI_and_ML_for_Bias-free_Peer_Review\" >AI and ML for Bias-free Peer Review<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.enago.com\/academy\/role-of-technology-in-diversity-equity-inclusivity\/#Open_Metadata_for_Increased_Accessibility\" >Open Metadata for Increased Accessibility<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.enago.com\/academy\/role-of-technology-in-diversity-equity-inclusivity\/#Is_Technology_the_Perfect_Solution_to_Advance_DEI_in_STM\" >Is Technology the Perfect Solution to Advance DEI in STM?<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"How_can_Technology_Foster_DEI_in_STEM_Field\"><\/span>How can Technology Foster DEI in STEM Field?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Technology has increasingly become a powerful tool in driving positive change in advancing DEI in STEM. It promises to bridge gaps and empower underrepresented stakeholders in innovative ways to promote DEI. Here are a few ways in which technology is fostering this transformation:<\/p>\n<h3><img decoding=\"async\" class=\"alignnone wp-image-49719 size-full lazyload\" data-src=\"https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/400-x-300-1.png\" alt=\"dei\" width=\"1250\" height=\"938\" data-srcset=\"https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/400-x-300-1.png 1250w, https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/400-x-300-1-307x230.png 307w, https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/400-x-300-1-640x480.png 640w, https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/400-x-300-1-768x576.png 768w, https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/400-x-300-1-86x64.png 86w, https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2024\/12\/400-x-300-1-150x113.png 150w\" data-sizes=\"(max-width: 1250px) 100vw, 1250px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1250px; --smush-placeholder-aspect-ratio: 1250\/938;\" \/><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"Data-Driven_Insights_to_Bridge_Gaps\"><\/span>Data-Driven Insights to Bridge Gaps<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Robust technologies like large-scale data analytics can identify gaps in diversity among the various stakeholders of the STEM publishing industry. By tracking trends in funding, publications, and representation, institutions can understand systemic inequities and make data-driven decisions to prioritize inclusivity.<\/p>\n<p>For instance, a <a href=\"https:\/\/reporter.nih.gov\/\" target=\"_blank\" rel=\"noopener nofollow\">NiH Reporter<\/a> highlighted a huge disparity in funds allocated to Japanese researchers\u00a0 under grants awarded to projects in \u201cforeign\u201d (non-USA) countries. Out of the 1,432 projects funded with around $624 million, not a single grant was allocated to Japanese researchers. Similar demographic analysis of grant recipients helps uncover biases in funding distribution, consequently promoting more equitable resource allocation. These data-driven strategies empower stakeholders to measure progress, adapt policies, and foster inclusivity, ultimately ensuring equitable opportunities for all.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Digital_Platforms_for_Mentorship_and_Networking\"><\/span>Digital Platforms for Mentorship and Networking<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>It\u2019s now easier than ever to connect with others in STEM, thanks to technology. Dedicated platforms like Research Gate engages over 25 million scientists and science enthusiasts, enabling them to discuss and share their scientific viewpoints. On the other hand, social media platforms like LinkedIn connects over 1 billion professionals spread over 200 countries and regions across the globe. These advances have opened doors for underrepresented groups to network with mentors and industry leaders worldwide.<\/p>\n<p>These platforms allow researchers from diverse backgrounds to share their work, gain recognition, and tap into valuable mentorship opportunities. Accessible virtual environments break geographical and financial barriers, building a more diverse pipeline for researchers and STM professionals.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"AI_and_ML_for_Bias-free_Peer_Review\"><\/span>AI and ML for Bias-free Peer Review<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The peer-review process has long been criticized for its biases including those based on gender, race, affiliation, and other factors. Artificial intelligence (AI) and machine learning (ML) can complement <a href=\"https:\/\/www.enago.com\/academy\/peer-review-reimagined-innovative-strategies-for-enhancing-research-quality\/\" target=\"_blank\" rel=\"noopener\">innovative peer-review models<\/a> to reduce biases in the peer-review process, ensuring fair evaluation of manuscripts. Robust algorithms minimize unconscious bias and promote objectivity, advancing DEI in the academic publication industry.<\/p>\n<p>AI shows promise in improving DEI in STEM publishing industry beyond enhancing peer-review. Funding agencies in North America, and Europe have used simple AI tools to identify grant reviewers as it potentially reduces the time and inherent biases in the process. Going one step ahead, National Natural Science Foundation of China (NSFC) has built a more sophisticated system to help identify reviewers who could screen through the large volume of grant applications they get every year.<\/p>\n<p>In an interview, Li Jinghai, the head of NSFC said, \u201cScientists try to lobby for their projects. A problem with evaluations is that people use connections. AI can\u2019t be corrupted\u201d<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Open_Metadata_for_Increased_Accessibility\"><\/span>Open Metadata for Increased Accessibility<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Open Metadata plays a critical role in ensuring that research is visible and accessible. By tagging research articles with inclusive, comprehensive and inclusive metadata, platforms enhance visibility for underrepresented groups and research areas.<\/p>\n<p>For instance, the Global Equitable Membership (GEM) Program aimed at underrepresented regions like Bangladesh, Nepal, Ghana, and Tanzania have seen a significant increase in the Cross-ref\u2019s membership base. This has strengthened its open digital infrastructure improving open scholarly communications.<\/p>\n<p>At this juncture, it is important to note that this shift toward open science not only promotes inclusivity but also accelerates innovation by ensuring that research is available to a broader, more diverse audience.<\/p>\n<div id=\"totalpoll\" class=\"totalpoll-wrapper totalpoll-uid-fc641d94ccc901c0e277827bb9dc94d2 is-ltr is-screen-vote\" totalpoll=\"49605\" totalpoll-uid=\"fc641d94ccc901c0e277827bb9dc94d2\" totalpoll-screen=\"vote\" totalpoll-ajax-url=\"https:\/\/www.enago.com\/academy\/wp-admin\/admin-ajax.php?action=totalpoll&totalpoll%5BpollId%5D=49605&totalpoll%5Baction%5D=view&totalpoll%5Bscreen%5D=vote\"><script type=\"text\/totalpoll-config\" totalpoll-config=\"49605\">{\"ajaxEndpoint\":\"https:\\\/\\\/www.enago.com\\\/academy\\\/wp-admin\\\/admin-ajax.php?action=totalpoll\",\"behaviours\":{\"ajax\":true,\"scrollUp\":true,\"async\":false},\"effects\":{\"transition\":\"fade\",\"duration\":\"500\"},\"i18n\":{\"Previous\":\"Previous\",\"Next\":\"Next\",\"of\":\"of\",\"Something went wrong! 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  <path d=\"M9,15.1999l-4.2-4.2L2.3999,13.4,9,20.0001,22.0001,7,19.6,4.5999Z\"\/>\r\n    <\/svg>\r\n<\/div>\r\n    <div class=\"totalpoll-questions\">\r\n\t\t<div class=\"totalpoll-question\"\r\n     totalpoll-min-selection=\"1\"\r\n     totalpoll-max-selection=\"1\" >\r\n    <div class=\"totalpoll-question-container\">\r\n        <div class=\"totalpoll-question-content\" >\r\n\t\t\t<p>How do you think can technology influence DEI in research and publishing?<\/p>\n        <\/div>\r\n\r\n        <div class=\"totalpoll-question-choices\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"choice-30e20c9d-8842-40d4-9a0e-b630a9cb5341-selector\" tabindex=\"0\"\r\n       class=\"totalpoll-question-choices-item totalpoll-question-choices-item-type-text \" >\r\n    <div class=\"totalpoll-question-choices-item-container\">\r\n        \r\n\t\t        \r\n        <div class=\"totalpoll-question-choices-item-control\">\r\n            <div class=\"totalpoll-question-choices-item-selector totalpoll-question-choices-item-selector-single\">\r\n\t\t\t\t<input type=\"radio\" id=\"choice-30e20c9d-8842-40d4-9a0e-b630a9cb5341-selector\" name=\"totalpoll[choices][c37efa90-94df-4682-b112-c31e5275bc22][]\" value=\"30e20c9d-8842-40d4-9a0e-b630a9cb5341\">                <div class=\"totalpoll-question-choices-item-selector-box\">\r\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\">\r\n                        <use xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"#totalpoll-check-icon\"><\/use>\r\n                    <\/svg>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"totalpoll-question-choices-item-label\">\r\n                <span >Improve access to research funding<\/span>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/label>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"choice-9aee74c8-4aba-4e4f-88fd-46d14ed2d5aa-selector\" tabindex=\"0\"\r\n       class=\"totalpoll-question-choices-item totalpoll-question-choices-item-type-text \" >\r\n    <div class=\"totalpoll-question-choices-item-container\">\r\n        \r\n\t\t        \r\n        <div class=\"totalpoll-question-choices-item-control\">\r\n            <div class=\"totalpoll-question-choices-item-selector totalpoll-question-choices-item-selector-single\">\r\n\t\t\t\t<input type=\"radio\" id=\"choice-9aee74c8-4aba-4e4f-88fd-46d14ed2d5aa-selector\" name=\"totalpoll[choices][c37efa90-94df-4682-b112-c31e5275bc22][]\" value=\"9aee74c8-4aba-4e4f-88fd-46d14ed2d5aa\">                <div class=\"totalpoll-question-choices-item-selector-box\">\r\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\">\r\n                        <use xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"#totalpoll-check-icon\"><\/use>\r\n                    <\/svg>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"totalpoll-question-choices-item-label\">\r\n                <span >Boost resource allocation<\/span>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/label>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"choice-c0ed90b4-539a-48c6-a2a7-c86a4015a4a2-selector\" tabindex=\"0\"\r\n       class=\"totalpoll-question-choices-item totalpoll-question-choices-item-type-text \" >\r\n    <div class=\"totalpoll-question-choices-item-container\">\r\n        \r\n\t\t        \r\n        <div class=\"totalpoll-question-choices-item-control\">\r\n            <div class=\"totalpoll-question-choices-item-selector totalpoll-question-choices-item-selector-single\">\r\n\t\t\t\t<input type=\"radio\" id=\"choice-c0ed90b4-539a-48c6-a2a7-c86a4015a4a2-selector\" name=\"totalpoll[choices][c37efa90-94df-4682-b112-c31e5275bc22][]\" value=\"c0ed90b4-539a-48c6-a2a7-c86a4015a4a2\">                <div class=\"totalpoll-question-choices-item-selector-box\">\r\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\">\r\n                        <use xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"#totalpoll-check-icon\"><\/use>\r\n                    <\/svg>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"totalpoll-question-choices-item-label\">\r\n                <span >Reduce bias in the review process<\/span>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/label>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"choice-73dccaee-040c-4a16-a9cc-ef5a633385d7-selector\" tabindex=\"0\"\r\n       class=\"totalpoll-question-choices-item totalpoll-question-choices-item-type-text \" >\r\n    <div class=\"totalpoll-question-choices-item-container\">\r\n        \r\n\t\t        \r\n        <div class=\"totalpoll-question-choices-item-control\">\r\n            <div class=\"totalpoll-question-choices-item-selector totalpoll-question-choices-item-selector-single\">\r\n\t\t\t\t<input type=\"radio\" id=\"choice-73dccaee-040c-4a16-a9cc-ef5a633385d7-selector\" name=\"totalpoll[choices][c37efa90-94df-4682-b112-c31e5275bc22][]\" value=\"73dccaee-040c-4a16-a9cc-ef5a633385d7\">                <div class=\"totalpoll-question-choices-item-selector-box\">\r\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\">\r\n                        <use xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"#totalpoll-check-icon\"><\/use>\r\n                    <\/svg>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"totalpoll-question-choices-item-label\">\r\n                <span >Improve networking and collaboration opportunities<\/span>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/label>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"choice-0585fc60-5fa7-4fc0-af29-2803d2ec42cb-selector\" tabindex=\"0\"\r\n       class=\"totalpoll-question-choices-item totalpoll-question-choices-item-type-text \" >\r\n    <div class=\"totalpoll-question-choices-item-container\">\r\n        \r\n\t\t        \r\n        <div class=\"totalpoll-question-choices-item-control\">\r\n            <div class=\"totalpoll-question-choices-item-selector totalpoll-question-choices-item-selector-single\">\r\n\t\t\t\t<input type=\"radio\" id=\"choice-0585fc60-5fa7-4fc0-af29-2803d2ec42cb-selector\" name=\"totalpoll[choices][c37efa90-94df-4682-b112-c31e5275bc22][]\" value=\"0585fc60-5fa7-4fc0-af29-2803d2ec42cb\">                <div class=\"totalpoll-question-choices-item-selector-box\">\r\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\">\r\n                        <use xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"#totalpoll-check-icon\"><\/use>\r\n                    <\/svg>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"totalpoll-question-choices-item-label\">\r\n                <span >Amplify diverse voices and perspectives<\/span>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/label>\r\n\t\t\t\t\t\t\t            \r\n\t\t\t            \r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n    <\/div>\r\n<div class=\"totalpoll-form-hidden-fields\">\r\n\t<div class=\"totalpoll-form-page\"><div class=\"totalpoll-form-field-hidden\"><div class=\"totalpoll-form-field totalpoll-form-field-type-hidden totalpoll-column-full\"><div class=\"totalpoll-form-field-wrapper\"><input type=\"hidden\" name=\"totalpoll[screen]\" value=\"vote\" class=\"totalpoll-form-field-input\"><div class=\"totalpoll-form-field-errors\"><\/div><\/div><\/div><\/div><div class=\"totalpoll-form-field-hidden\"><div class=\"totalpoll-form-field totalpoll-form-field-type-hidden totalpoll-column-full\"><div class=\"totalpoll-form-field-wrapper\"><input type=\"hidden\" name=\"totalpoll[pollId]\" value=\"49605\" class=\"totalpoll-form-field-input\"><div class=\"totalpoll-form-field-errors\"><\/div><\/div><\/div><\/div><div class=\"totalpoll-form-field-hidden\"><div class=\"totalpoll-form-field totalpoll-form-field-type-hidden totalpoll-column-full\"><div class=\"totalpoll-form-field-wrapper\"><input type=\"hidden\" name=\"totalpoll[action]\" value=\"\" class=\"totalpoll-form-field-input\"><div class=\"totalpoll-form-field-errors\"><\/div><\/div><\/div><\/div><\/div><\/div>\r\n    <div class=\"totalpoll-form-custom-fields\">\r\n\t\t<div class=\"totalpoll-form-page\"><div class=\"totalpoll-form-field totalpoll-form-field-type-email totalpoll-column-full\"><div class=\"totalpoll-form-field-wrapper\"><label for=\"totalpoll-fields-email\" class=\"totalpoll-form-field-label\">Email Address<\/label><input id=\"totalpoll-fields-email\" name=\"totalpoll[fields][email]\" placeholder=\"\" required=\"\" type=\"email\" value=\"\" class=\"totalpoll-form-field-input\"><div class=\"totalpoll-form-field-errors\"><\/div><\/div><\/div><\/div>    <\/div>\r\n<div class=\"totalpoll-buttons\">\r\n\t<button type=\"submit\" name=\"totalpoll[action]\" value=\"results\" class=\"totalpoll-button totalpoll-buttons-results\">Results<\/button><button type=\"submit\" name=\"totalpoll[action]\" value=\"vote\" class=\"totalpoll-button totalpoll-button-primary totalpoll-buttons-vote\">Vote<\/button><\/div>\r\n<\/form><\/div><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Is_Technology_the_Perfect_Solution_to_Advance_DEI_in_STM\"><\/span>Is Technology the Perfect Solution to Advance DEI in STM?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u201cTo improve is to change; to be perfect is to change often.\u201d -Winston Churchill.<\/p>\n<p>While technology plays a crucial role in advancing DEI, there is a significant room for improvement. A major challenge is the lack of digital infrastructure in certain regions, limiting access to advanced tools and networking platforms. This disparity affects the participation of researchers from underrepresented communities.<\/p>\n<p>In addition, inequitable access to resources like open-access journals or funding for technology further exacerbates this issue. AI and ML systems come with their own set of limitations. If AI training sets are not managed carefully, they can perpetuate existing biases, undermining efforts to foster fairness and inclusivity. Moreover, the underrepresentation of diverse voices in tech development teams means solutions may not fully account for all demographics, potentially reinforcing exclusion.<\/p>\n<p>Despite these hurdles, technology has immense potential to ensure DEI in STM industry. Cautious and extensive use of AI, ML, and open metadata across different stages of the publication process \u2014research design, conduct, validation, submission, peer-review, publication, access, and networking promises to build a more inclusive industry in future.<\/p>\n<p><a class=\"ml-onclick-form\" href=\"javascript:void(0)\" onclick=\"ml('show', 'MjNmkY', true)\">Click here to show form<\/a><\/p>\n<div style=\"display:flex; gap:10px;justify-content:\" class=\"wps-pgfw-pdf-generate-icon__wrapper-frontend\">\n\t\t<a  href=\"https:\/\/www.enago.com\/academy\/wp-json\/wp\/v2\/posts\/49597?action=genpdf&amp;id=49597\" class=\"pgfw-single-pdf-download-button\" ><img data-src=\"https:\/\/www.enago.com\/academy\/wp-content\/plugins\/pdf-generator-for-wp\/admin\/src\/images\/PDF_Tray.svg\" title=\"Generate PDF\" style=\"width:auto; height:45px;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" 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