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New Publication by Jannes Marquardt: Social impact creation with GenAI in small- and medium enterprises in healthcare

The Chair of Service Management is pleased to announce the publication of the article "Social impact creation with GenAI in small- and medium enterprises in healthcare", by our own Jannes Marquardt in cooperation with Syeda Mansura Khatoon (Hanken School of Economics), Katrien Verleye (Ghent University), Floriane Goosse (University of Namur), and Annalena Neder (University of Bayreuth).

Small- and medium-sized enterprises (SMEs) in healthcare set out to create social impact, yet they operate under systemic resource constraints — financial, capacity, and capability limitations that shape what they can deliver for patients, professionals, and their wider service ecosystem. Generative AI (GenAI) sharpens a tension in this setting: the same technology that promises efficiency and well-being gains also carries technical, financial, regulatory, and ethical risks, and the organizations with the most to gain often have the least capacity to manage the downsides.

Drawing on a systematic review of academic literature and business and policy publications, combined with input from healthcare SME experts, the article develops a GenAI social impact framework. It guides SMEs through three stages: identifying social impact priority areas, exploring where GenAI applications can alleviate their resource constraints, and implementing GenAI responsibly at the level of the service ecosystem.

By offering a structured and practical roadmap, this work seeks to foster the responsible use of GenAI in healthcare SMEs and to help these organizations create meaningful social impact despite limited means.

The article is published in the Journal of Social Impact in Business Research and can be downloaded here.

New Publication by Jannes Marquardt: Social impact creation with GenAI in small- and medium enterprises in healthcare

The Chair of Service Management is pleased to announce the publication of the article "Social impact creation with GenAI in small- and medium enterprises in healthcare", by our own Jannes Marquardt in cooperation with Syeda Mansura Khatoon (Hanken School of Economics), Katrien Verleye (Ghent University), Floriane Goosse (University of Namur), and Annalena Neder (University of Bayreuth).

Small- and medium-sized enterprises (SMEs) in healthcare set out to create social impact, yet they operate under systemic resource constraints — financial, capacity, and capability limitations that shape what they can deliver for patients, professionals, and their wider service ecosystem. Generative AI (GenAI) sharpens a tension in this setting: the same technology that promises efficiency and well-being gains also carries technical, financial, regulatory, and ethical risks, and the organizations with the most to gain often have the least capacity to manage the downsides.

Drawing on a systematic review of academic literature and business and policy publications, combined with input from healthcare SME experts, the article develops a GenAI social impact framework. It guides SMEs through three stages: identifying social impact priority areas, exploring where GenAI applications can alleviate their resource constraints, and implementing GenAI responsibly at the level of the service ecosystem.

By offering a structured and practical roadmap, this work seeks to foster the responsible use of GenAI in healthcare SMEs and to help these organizations create meaningful social impact despite limited means.

The article is published in the Journal of Social Impact in Business Research and can be downloaded here.

Deutsche Sprache

All each tun! Gundherzl ich englück. Wunsch siege "hör enzu" denwen. Igenau ser wähl, Tendie heraus. Gef und enha, Bendass diesk eing ewöhn, li cherbl Indtex tist. Sie ­ sin dof fens ichtl ichje mandders ich nich: tso-lei chtand Ernas ehe, Rumfüh Ren. Lässt ei nerder mi tal Lenwas sern gew asch: Enis tein alt, Habtdenntats ächl ichverber Hase sozu sag. Enund sieha Benwie der ei Nmal Denricht igenrie Cher ge? . Irgt si chin (dies Enbel anglo) sersch einend enz. Eilen einebotsch, aftei, negehei, menach richtdiesichnur. Dengew it ztes tenunt, erdenbet racht ern, Beinä he remhin seh en. Ersch liesst.

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All each tun! Gundherzl ich englück. Wunsch siege "hör enzu" denwen. Igenau ser wähl, Tendie heraus. Gef und enha, Bendass diesk eing ewöhn, li cherbl Indtex tist. Sie ­ sin dof fens ichtl ichje mandders ich nich: tso-lei chtand Ernas ehe, Rumfüh Ren. Lässt ei nerder mi tal Lenwas sern gew asch: Enis tein alt, er Hase sozu sag. Enund sieha Benwie der ei Nmal Denricht igenrie Cher ge? Habtdenntats ächl ichverb. Irgt si chin (dies Enbel anglo) sersch einend enz. Eilen einebotsch, aftei, negehei, menach richtdiesichnur. Dengew it ztes tenunt, erdenbet racht ern, Beinä he remhin seh en. Ersch liesst.

All each tun! Gundherzl ich englück. Wunsch siege "hör enzu" denwen. Igenau ser wähl, Tendie heraus. Gef und enha, Bendass diesk eing ewöhn, li cherbl Indtex tist. Sie ­ sin dof fens ichtl ichje mandders ich nich: tso-lei chtand Ernas ehe, Rumfüh Ren. Lässt ei nerder mi tal Lenwas sern gew asch: Enis tein alt, er Hase sozu sag. Enund sieha Benwie der ei Nmal Denricht igenrie Cher ge? Habtdenntats ächl ichverb. Irgt si chin (dies Enbel anglo) sersch einend enz. Eilen einebotsch, aftei, negehei, menach richtdiesichnur. Dengew it ztes tenunt, erdenbet racht ern, Beinä he remhin seh en. Ersch liesst.

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