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Research paper downloads act as proxy for academics' real-world influence
In the world of academia, the impact of a research paper is often measured by its publication in prestigious journals and the number of citations it receives from fellow scholars. However, broader measures of influence are emerging, including the number of times research papers are downloaded by
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AI tools enhance judgment of relevance of research to society
There have long been calls for business schools to focus on "responsible research" with relevance to society. Now, there is fresh scope to deploy technology to help assess their academics' outputs at scale, albeit with limitations. The leading business school accreditation bodies -- the
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A comprehensive look at how AI and technology are transforming the measurement of academic research impact, influencing business practices, and addressing global challenges through the lens of UN Sustainable Development Goals.

In the evolving landscape of academic research, traditional metrics like journal prestige and citation counts are being complemented by new measures of real-world influence. The number of downloads a research paper receives, particularly from non-academic sources such as industry leaders and policymakers, is emerging as a significant indicator of a study's broader impact
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.A groundbreaking study titled "Navigating the jagged technological frontier: field experimental evidence of the effects of AI on knowledge worker productivity and quality" has garnered significant attention. The research, conducted in collaboration with Boston Consulting Group, revealed that consultants using AI completed 12% more tasks, were 25% faster, and produced quality improvements exceeding 40%
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.However, the study also highlighted potential pitfalls, such as the "falling asleep at the wheel" phenomenon, where workers may become overly reliant on AI and disengage from critical thinking. This underscores the importance of designing human-AI collaboration systems that keep workers actively engaged while leveraging their unique skills
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.The shift to remote work and subsequent return-to-office (RTO) mandates have also been subjects of academic scrutiny. A study by researchers from the University of Pittsburgh's Katz Graduate School of Business found that RTO mandates were often driven more by managerial control desires than by genuine improvements in work quality or profits. The study revealed significant declines in employee job satisfaction following RTO mandates, without corresponding improvements in financial performance or company value
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.There is a growing emphasis on "responsible research" that addresses societal needs. Business school accreditation bodies and organizations like the UN Principles for Responsible Management Education are advocating for research with broader societal impact. To measure this impact at scale, new technological tools leveraging large language models and AI are being developed
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One popular framework for assessing research impact uses the UN Sustainable Development Goals (SDGs). Tools like ChatSDG and the SDG-Impact Journal Rating have been developed to evaluate how well academic journals and business school research align with these global objectives
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.While these new methodologies offer fresh insights into research impact, they also have limitations. Assessing the depth of analysis and long-term societal impact remains challenging. However, these tools provide a new benchmark for academics and business schools to consider as they shape their research agendas and address pressing global issues like climate change, poverty, and inequality
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.As the academic world continues to grapple with these changes, the integration of AI and technology in measuring and enhancing research impact promises to reshape the landscape of business education and its contribution to society at large.
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