Heurísticas no empreendedorismo digital: identificação e framework de suporte à seleção, aplicação e aprendizagem empreendedora

Detalhes bibliográficos
Ano de defesa: 2022
Autor(a) principal: Matheus Luiz Pontelo de Souza
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Minas Gerais
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: https://hdl.handle.net/1843/46330
Resumo: Decision-making and action in environments such as Digital Entrepreneurship involve a significant degree of complexity, change, and uncertainty. Plus, entrepreneurs are severely constrained by information and resource scarcity. This scenario makes the phenomenon of entrepreneurial decision-making and action relevant for research and practice. Several tools seek to support such phenomenon; however, they are still tied to the mainstream of research and his beliefs in optimization methods, classical rationality, and in the understanding that more models, more data, more calculus, and more optimization led to better decision making. On the other hand, evidence from literature shows the opposite: For environments like the exposed, heuristic-based decision-making is superior in terms of better performance, higher speed, and reduced costs. Since heuristics are simple, they are easy to remember, communicate, and update, preventing the loss of critical knowledge in organizations. They are also useful to entrepreneurial learning and to support coordination on the fly. It is known that heuristic portfolios constitute foundations of capability creation related to innovation, organizational change, and the fragile balance between efficiency and flexibility, especially since heuristics portfolios accumulate a large volume of knowledge that is actionable to decision-makers. Nonetheless, literature on heuristics presents gaps related both to the identification of heuristic portfolios and to the structure that such a portfolio may have. These gaps hamper the diffusion of heuristics and their benefits, especially among inexperienced entrepreneurs. From these issues, a research question was drawn to guide this study: Which are the main organizational heuristics used by digital entrepreneurs? From this question, a secondary one is related to the challenges of heuristics and tools selection. To answer, a robust methodological procedure was carried out following principles of template analysis: more than 1600 pages of books containing a high volume of heuristics were coded, involving more than 70 cases of digital entrepreneurship. 1834 heuristics were obtained and organized in the first version of a portfolio of organizational heuristics. To amplify the accessibility of the identified heuristics, this portfolio was built over an easy-to-use tree diagram structured in four levels. With the goal of helping diffusion of heuristics and its benefits, with a special focus on entrepreneurial learning. The study contributes to an expansion of the concept of ecological rationality, helping to solve challenges related to the selection of heuristics/tools through adaptation to the environment and to the tasks/challenges at hand. Finally, a contribution is made to the field of empirical research which uses codification procedures to study heuristics: Unlike more mature research fields that use codification procedures, there were no template of reference in Digital Entrepreneurship field of research. So, the template developed for codification may evolve into a reference template to the field.
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spelling 2022-10-18T18:18:46Z2025-09-08T23:25:56Z2022-10-18T18:18:46Z2022-02-07https://hdl.handle.net/1843/46330Decision-making and action in environments such as Digital Entrepreneurship involve a significant degree of complexity, change, and uncertainty. Plus, entrepreneurs are severely constrained by information and resource scarcity. This scenario makes the phenomenon of entrepreneurial decision-making and action relevant for research and practice. Several tools seek to support such phenomenon; however, they are still tied to the mainstream of research and his beliefs in optimization methods, classical rationality, and in the understanding that more models, more data, more calculus, and more optimization led to better decision making. On the other hand, evidence from literature shows the opposite: For environments like the exposed, heuristic-based decision-making is superior in terms of better performance, higher speed, and reduced costs. Since heuristics are simple, they are easy to remember, communicate, and update, preventing the loss of critical knowledge in organizations. They are also useful to entrepreneurial learning and to support coordination on the fly. It is known that heuristic portfolios constitute foundations of capability creation related to innovation, organizational change, and the fragile balance between efficiency and flexibility, especially since heuristics portfolios accumulate a large volume of knowledge that is actionable to decision-makers. Nonetheless, literature on heuristics presents gaps related both to the identification of heuristic portfolios and to the structure that such a portfolio may have. These gaps hamper the diffusion of heuristics and their benefits, especially among inexperienced entrepreneurs. From these issues, a research question was drawn to guide this study: Which are the main organizational heuristics used by digital entrepreneurs? From this question, a secondary one is related to the challenges of heuristics and tools selection. To answer, a robust methodological procedure was carried out following principles of template analysis: more than 1600 pages of books containing a high volume of heuristics were coded, involving more than 70 cases of digital entrepreneurship. 1834 heuristics were obtained and organized in the first version of a portfolio of organizational heuristics. To amplify the accessibility of the identified heuristics, this portfolio was built over an easy-to-use tree diagram structured in four levels. With the goal of helping diffusion of heuristics and its benefits, with a special focus on entrepreneurial learning. The study contributes to an expansion of the concept of ecological rationality, helping to solve challenges related to the selection of heuristics/tools through adaptation to the environment and to the tasks/challenges at hand. Finally, a contribution is made to the field of empirical research which uses codification procedures to study heuristics: Unlike more mature research fields that use codification procedures, there were no template of reference in Digital Entrepreneurship field of research. So, the template developed for codification may evolve into a reference template to the field.CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorporUniversidade Federal de Minas GeraisHeurísticasMétodosAmbiente VUCAEmpreendedorismo DigitalPortfólio de HeurísticasSeleção de Heurísticas MétodosAnálise de TemplateHeuristicsToolsVUCADigital EntrepreneurshipHeuristic PortfolioSelection of HeuristicsTemplate AnalysisInovações tecnológicasHeurísticaIncertezaProcesso decisórioEmpreendedorismoAprendizagem organizacionalMídia digitalHeurísticas no empreendedorismo digital: identificação e framework de suporte à seleção, aplicação e aprendizagem empreendedoraHeuristics in digital entrepreneurship: identification and supportive framework for selection, use and entrepreneurial learninginfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisMatheus Luiz Pontelo de Souzainfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGhttp://lattes.cnpq.br/1370546052092561Raoni Barros Bagnohttp://lattes.cnpq.br/8945414898196842Jonathan Simões FreitasAndré Leme FleuryMario Sergio SalernoCarlos Alberto TagliatiAdriana Ferreira de FariaA tomada de decisão e ação em ambientes complexos e mutáveis, repletos de incerteza, com severa limitação de informação e recursos, é uma realidade do empreendedorismo digital, fenômeno de destacada relevância para a pesquisa e prática. Métodos e abordagens diversos buscam apoiar tal tomada de decisão/ação, predominantemente influenciados, contudo, pelo mainstream de pesquisa voltado a métodos de otimização e à racionalidade clássica, apoiada na crença de que mais modelos, mais dados, mais cálculos e mais otimização resultam em melhor tomada de decisão. No entanto, evidências da literatura indicam que em ambientes como o exposto, abordagens de tomada de decisão e ação baseadas em heurísticas são superiores em termos de performance, velocidade e menor custo. Heurísticas, por sua simplicidade, são fáceis de lembrar, comunicar e atualizar, previnem a perda de conhecimento-chave nas organizações, são úteis para apoiar a coordenação em meio a mudanças e apresentam papel-chave na aprendizagem empreendedora. Sabe-se que organizações desenvolvem portfólios de heurísticas que acumulam conhecimento acessível aos tomadores de decisão, constituindo os fundamentos da construção de capabilidades organizacionais de suporte, por exemplo, para o delicado balanceamento entre eficiência e flexibilidade, para a inovação e para a mudança organizacional. Contudo, há lacunas tanto no que diz respeito ao portfólio de heurísticas identificado quanto no que seja a estrutura de um portfólio de heurísticas. Essas lacunas prejudicam a acessibilidade a heurísticas e seus benefícios, especialmente entre empreendedores inexperientes. De tal problemática deriva a questão orientadora deste estudo: Quais são as principais heurísticas organizacionais usadas por empreendedores digitais? Dessa pergunta, deriva-se uma questão acessória voltada aos desafios de seleção de heurísticas/métodos. Por meio de robusto procedimento metodológico guiado pela análise de template, foram compiladas mais de 1600 páginas de livros contendo alto volume de heurísticas a respeito de mais de 70 casos de empreendedorismo digital. 1834 heurísticas foram obtidas e organizadas na primeira versão encontrada na literatura de um portfólio de heurísticas organizacionais. Este portfólio, estruturado em diagrama de árvore com quatro níveis, amplia a acessibilidade às heurísticas. Tal acessibilidade está ordenada de modo a difundir os benefícios das heurísticas, especialmente no que diz respeito à aprendizagem empreendedora. Ainda, o estudo contribuiu com a expansão do conceito de racionalidade ecológica, apoiando uma melhor seleção de heurísticas/métodos por meio da adaptação das heurísticas ao ambiente, bem como adaptação à tarefa/desafio à mão. Por fim, este estudo contribuiu preenchendo lacuna da recente tradição de estudos empíricos sobre heurísticas que utilizaram procedimentos de codificação, pois, ao contrário de campos mais maduros, antes deste estudo não havia um template de referência adaptado a heurísticas em ambientes como o do Empreendedorismo Digital.https://orcid.org/0000-0003-3717-0700BrasilICX - DEPARTAMENTO DE QUÍMICAPrograma de Pós-Graduação em Inovação Tecnológica e BiofarmacêuticaUFMGORIGINALDoutorado Matheus - vREPOSITORIO.pdfapplication/pdf5145317https://repositorio.ufmg.br//bitstreams/1992aa1d-762b-4f7b-9e73-bdb73f06caa3/downloadc08430b6f67205994c5dabb3d1494504MD51trueAnonymousREADLICENSElicense.txttext/plain2118https://repositorio.ufmg.br//bitstreams/05665526-ba63-477d-be8d-f518fdcffaad/downloadcda590c95a0b51b4d15f60c9642ca272MD52falseAnonymousREAD1843/463302025-09-08 20:25:56.741open.accessoai:repositorio.ufmg.br:1843/46330https://repositorio.ufmg.br/Repositório InstitucionalPUBhttps://repositorio.ufmg.br/oairepositorio@ufmg.bropendoar:2025-09-08T23:25:56Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)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
dc.title.none.fl_str_mv Heurísticas no empreendedorismo digital: identificação e framework de suporte à seleção, aplicação e aprendizagem empreendedora
dc.title.alternative.none.fl_str_mv Heuristics in digital entrepreneurship: identification and supportive framework for selection, use and entrepreneurial learning
title Heurísticas no empreendedorismo digital: identificação e framework de suporte à seleção, aplicação e aprendizagem empreendedora
spellingShingle Heurísticas no empreendedorismo digital: identificação e framework de suporte à seleção, aplicação e aprendizagem empreendedora
Matheus Luiz Pontelo de Souza
Inovações tecnológicas
Heurística
Incerteza
Processo decisório
Empreendedorismo
Aprendizagem organizacional
Mídia digital
Heurísticas
Métodos
Ambiente VUCA
Empreendedorismo Digital
Portfólio de Heurísticas
Seleção de Heurísticas Métodos
Análise de Template
Heuristics
Tools
VUCA
Digital Entrepreneurship
Heuristic Portfolio
Selection of Heuristics
Template Analysis
title_short Heurísticas no empreendedorismo digital: identificação e framework de suporte à seleção, aplicação e aprendizagem empreendedora
title_full Heurísticas no empreendedorismo digital: identificação e framework de suporte à seleção, aplicação e aprendizagem empreendedora
title_fullStr Heurísticas no empreendedorismo digital: identificação e framework de suporte à seleção, aplicação e aprendizagem empreendedora
title_full_unstemmed Heurísticas no empreendedorismo digital: identificação e framework de suporte à seleção, aplicação e aprendizagem empreendedora
title_sort Heurísticas no empreendedorismo digital: identificação e framework de suporte à seleção, aplicação e aprendizagem empreendedora
author Matheus Luiz Pontelo de Souza
author_facet Matheus Luiz Pontelo de Souza
author_role author
dc.contributor.author.fl_str_mv Matheus Luiz Pontelo de Souza
dc.subject.por.fl_str_mv Inovações tecnológicas
Heurística
Incerteza
Processo decisório
Empreendedorismo
Aprendizagem organizacional
Mídia digital
topic Inovações tecnológicas
Heurística
Incerteza
Processo decisório
Empreendedorismo
Aprendizagem organizacional
Mídia digital
Heurísticas
Métodos
Ambiente VUCA
Empreendedorismo Digital
Portfólio de Heurísticas
Seleção de Heurísticas Métodos
Análise de Template
Heuristics
Tools
VUCA
Digital Entrepreneurship
Heuristic Portfolio
Selection of Heuristics
Template Analysis
dc.subject.other.none.fl_str_mv Heurísticas
Métodos
Ambiente VUCA
Empreendedorismo Digital
Portfólio de Heurísticas
Seleção de Heurísticas Métodos
Análise de Template
Heuristics
Tools
VUCA
Digital Entrepreneurship
Heuristic Portfolio
Selection of Heuristics
Template Analysis
description Decision-making and action in environments such as Digital Entrepreneurship involve a significant degree of complexity, change, and uncertainty. Plus, entrepreneurs are severely constrained by information and resource scarcity. This scenario makes the phenomenon of entrepreneurial decision-making and action relevant for research and practice. Several tools seek to support such phenomenon; however, they are still tied to the mainstream of research and his beliefs in optimization methods, classical rationality, and in the understanding that more models, more data, more calculus, and more optimization led to better decision making. On the other hand, evidence from literature shows the opposite: For environments like the exposed, heuristic-based decision-making is superior in terms of better performance, higher speed, and reduced costs. Since heuristics are simple, they are easy to remember, communicate, and update, preventing the loss of critical knowledge in organizations. They are also useful to entrepreneurial learning and to support coordination on the fly. It is known that heuristic portfolios constitute foundations of capability creation related to innovation, organizational change, and the fragile balance between efficiency and flexibility, especially since heuristics portfolios accumulate a large volume of knowledge that is actionable to decision-makers. Nonetheless, literature on heuristics presents gaps related both to the identification of heuristic portfolios and to the structure that such a portfolio may have. These gaps hamper the diffusion of heuristics and their benefits, especially among inexperienced entrepreneurs. From these issues, a research question was drawn to guide this study: Which are the main organizational heuristics used by digital entrepreneurs? From this question, a secondary one is related to the challenges of heuristics and tools selection. To answer, a robust methodological procedure was carried out following principles of template analysis: more than 1600 pages of books containing a high volume of heuristics were coded, involving more than 70 cases of digital entrepreneurship. 1834 heuristics were obtained and organized in the first version of a portfolio of organizational heuristics. To amplify the accessibility of the identified heuristics, this portfolio was built over an easy-to-use tree diagram structured in four levels. With the goal of helping diffusion of heuristics and its benefits, with a special focus on entrepreneurial learning. The study contributes to an expansion of the concept of ecological rationality, helping to solve challenges related to the selection of heuristics/tools through adaptation to the environment and to the tasks/challenges at hand. Finally, a contribution is made to the field of empirical research which uses codification procedures to study heuristics: Unlike more mature research fields that use codification procedures, there were no template of reference in Digital Entrepreneurship field of research. So, the template developed for codification may evolve into a reference template to the field.
publishDate 2022
dc.date.accessioned.fl_str_mv 2022-10-18T18:18:46Z
2025-09-08T23:25:56Z
dc.date.available.fl_str_mv 2022-10-18T18:18:46Z
dc.date.issued.fl_str_mv 2022-02-07
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dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
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