Sentimentos Negativos de Empreendedores e a Covid-19: Uma Análise de Tweets

Autores

DOI:

https://doi.org/10.24883/IberoamericanIC.v12i.2022.e0414

Palavras-chave:

Covid-19, Twitter, empreendedores, sentimentos, emoções

Resumo

Objetivo: A presente pesquisa teve como objetivo analisar a interferência da pandemia da COVID-19 nos sentimentos negativos dos empreendedores.

Metodologia/Abordagem: Para alcançar o objetivo proposto, foram utilizadas postagens feitas por empreendedores na rede social Twitter no primeiro semestre de 2020, início da pandemia. Uma análise de sentimento foi realizada nos tweets obtidos, com um enfoque nos sentimentos negativos de repugnância, tristeza, medo e raiva.

Originalidade/Relevância: Estudos anteriores demonstraram que pandemias podem gerar impactos negativos na saúde psicológica e emocional das pessoas. Nesse contexto, a sobrevivência do negócio dos empreendedores pode ser prejudicada, pois um quadro de baixa saúde mental pode resultar na diminuição da capacidade de planejamento, resolução de problemas e tomada de decisões.

Principais Conclusões: Os sentimentos de tristeza e medo apresentaram o maior aumento percentual entre os empreendedores analisados no período. Esses sentimentos podem levar a doenças físicas e emocionais. Pesquisas futuras podem aplicar algoritmos que consigam ampliar a classificação dos sentimentos, inclusive adicionando à análise sentimentos de valência positiva.

Contribuições teóricas/metodológicas: O presente trabalho contribui ao introduzir uma técnica que tem sido apontada como promissora nos estudos de administração e empreendedorismo no contexto desafiador da pandemia causada pelo coronavírus.

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Referências

Bavel, J. J., Baicker, K., Boggio, P. S., Capraro, V., Cichocka, A., Cikara, M., ... & Willer, R. (2020). Using social and behavioural science to support COVID-19 pandemic response. Nature human behaviour, 4(5), 460-471. DOI: https://doi.org/10.1038/s41562-020-0884-z

Brooks, Sam & Webster, Rebecca & Smith, Louise & Woodland, Lisa & Wessely, Simon & Greenberg, Neil & Rubin, Gideon. (2020). The psychological impact of quarantine and how to reduce it: rapid review of the evidence. The Lancet. 395. 10.1016/S0140-6736(20)30460-8. DOI: https://doi.org/10.1016/S0140-6736(20)30460-8

Chae, J. (2018). Reexamining the relationship between social media and happiness: The effects of various social media platforms on reconceptualized happiness. Telematics and Informatics, 35(6), 1656-1664. DOI: https://doi.org/10.1016/j.tele.2018.04.011

De Mol, E., Ho, V. T., & Pollack, J. M. (2018). Predicting entrepreneurial burnout in a moderated mediated model of job fit. Journal of Small Business Management, 56(3), 392-411. DOI: https://doi.org/10.1111/jsbm.12275

Fundo Monetário Internacional [FMI]. (2022). Real GDP Growth. Recuperado de https://www.imf.org/external/datamapper/NGDP_RPCH@WEO/OEMDC/ADVEC/WEOWORLD

El Pais. (2020). São Paulo anuncia reabertura do comércio e pesquisador compara relaxamento a “abatedouro”. Recuperado em https://brasil.elpais.com/brasil/2020-06-09/sao-paulo-anuncia-reabertura-do-comercio-e-pesquisador-compara-relaxamento-a-abatedouro.html

Etter, M., Colleoni, E., Illia, L., Meggiorin, K., & D’Eugenio, A. (2018). Measuring organizational legitimacy in social media: Assessing citizens’ judgments with sentiment analysis. Business & Society, 57(1), 60-97. DOI: https://doi.org/10.1177/0007650316683926

Giachanou, A., & Crestani, F. (2016). Like it or not: A survey of twitter sentiment analysis methods. ACM Computing Surveys (CSUR), 49(2), 1-41. DOI: https://doi.org/10.1145/2938640

Gu, J., Zhong, Y., Hao, Y., Zhou, D., Tsui, H., Hao, C. & Lau, J. T. F. (2015). Preventive behaviors and mental distress in response to H1N1 among university students in Guangzhou, China. Asia Pacific Journal of Public Health, 27(2), NP1867-NP1879. DOI: https://doi.org/10.1177/1010539512443699

G1. (2020). Primeiro dia de reabertura do comércio no DF tem reforço na limpeza de lojas e poucos clientes. Recuperado de https://g1.globo.com/df/distrito-federal/noticia/2020/05/17/pandemia-veja-o-que-abre-no-df-a-partir-desta-segunda-feira.ghtml

Greyling, T., Rossouw, S., & Adhikari, T. (2021). The good, the bad and the ugly of lockdowns during Covid-19. PloS one, 16(1), e0245546. DOI: https://doi.org/10.1371/journal.pone.0245546

Greyling, T., Rossouw, S., & Adhikari, T. (2020). A tale of three countries: How did Covid-19 lockdown impact happiness? (No. 584). GLO Discussion Paper.

Hessels, J., Rietveld, C. A., Thurik, A. R., & Van der Zwan, P. (2018). Depression and entrepreneurial exit. Academy of Management Perspectives, 32(3), 323-339. DOI: https://doi.org/10.5465/amp.2016.0183

Hoffmann, T. (2018). “Too many Americans are trapped in fear, violence and poverty”: a psychology-informed sentiment analysis of campaign speeches from the 2016 US Presidential Election. Linguistics Vanguard, 4(1). DOI: https://doi.org/10.1515/lingvan-2017-0008

Kathirvel, N. (2020). Post COVID-19 pandemic mental health challenges. Asian journal of psychiatry. DOI: https://doi.org/10.1016/j.ajp.2020.102430

Kollmann, T., Stöckmann, C., & Kensbock, J. M. (2019). I can’ t get no sleep — The differential impact of entrepreneurial stressors on work-home interference and insomnia among experienced versus novice entrepreneurs. Journal of Business Venturing, 34(4), 692–708. https://doi.org/10.1016/j.jbusvent.2018.08.001 DOI: https://doi.org/10.1016/j.jbusvent.2018.08.001

LePine, J. A., LePine, M. A., & Jackson, C. L. (2004). Challenge and hindrance stress: relationships with exhaustion, motivation to learn, and learning performance. Journal of applied psychology, 89(5), 883. DOI: https://doi.org/10.1037/0021-9010.89.5.883

Liu, X., Kakade, M., Fuller, C. J., Fan, B., Fang, Y., Kong, J., ... & Wu, P. (2012). Depression after exposure to stressful events: lessons learned from the severe acute respiratory syndrome epidemic. Comprehensive psychiatry, 53(1), 15-23. DOI: https://doi.org/10.1016/j.comppsych.2011.02.003

Lwin, M. O., Lu, J., Sheldenkar, A., Schulz, P. J., Shin, W., Gupta, R., & Yang, Y. (2020). Global sentiments surrounding the COVID-19 pandemic on Twitter: analysis of Twitter trends. JMIR public health and surveillance, 6(2), e19447. DOI: https://doi.org/10.2196/19447

Mana, A., & Sagy, S. (2020). Brief Report: Can Political Orientation Explain Mental Health in the Time of a Global Pandemic? Voting Patterns, Personal and National Coping Resources, and Mental Health During the Coronavirus Crisis. Journal of Social and Clinical Psychology, 39(3), 165-171. DOI: https://doi.org/10.1521/jscp.2020.39.3.165

Maula, M., & Stam, W. (2019). Enhancing Rigor in Quantitative Entrepreneurship Research. Entrepreneurship Theory and Practice. https://doi.org/10.1177/1042258719891388 DOI: https://doi.org/10.1177/1042258719891388

Ministério da Saúde. (2020). Brasil confirma primeiro caso da doença. Recuperado de https://www.saude.gov.br/noticias/agencia-saude/46435-brasil-confirma-primeiro-caso-de-novo-coronavirus

Nagamanjula, R., & Pethalakshmi, A. (2020). A novel framework based on bi‑objective optimization and LAN2FIS for Twitter sentiment analysis. Social Network Analysis and Mining, 10(34), 34. DOI: https://doi.org/10.1007/s13278-020-00648-5

Oliveira, D. J. S., Bermejo, P. H. D. S., Pereira, J. R., & Barbosa, D. A. (2019). The application of the sentiment analysis technique in social media as a tool for social management practices at the governmental level. Revista de Administração Pública, 53(1), 235-251. DOI: https://doi.org/10.1590/0034-7612174204

Organização Mundial de Saúde [OMS]. (2022). Weekly epidemiological update - 03 July 2022. Recuperado de https://www.who.int/publications/m/item/weekly-epidemiological-update-on-covid-19---6-july-2022

Oxford. (2020). Coronavirus government response tracker. Recuperado de https://www.bsg.ox.ac.uk/research/research-projects/coronavirus-government-response-tracker

Pang, B., & Lee, L. (2008). Opinion mining and sentiment analysis. Foundations and trends in information retrieval, 2(1-2), 1-135. DOI: https://doi.org/10.1561/1500000011

Philander, K., & Zhong, Y. (2016). Twitter sentiment analysis: Capturing sentiment from integrated resort tweets. International Journal of Hospitality Management, 55(2016), 16-24. DOI: https://doi.org/10.1016/j.ijhm.2016.02.001

Plutchik, R. (2001). The nature of emotions: Human emotions have deep evolutionary roots, a fact that may explain their complexity and provide tools for clinical practice. American scientist, 89(4), 344-350. DOI: https://doi.org/10.1511/2001.4.344

Qiu, J., Shen, B., Zhao, M., Wang, Z., Xie, B., & Xu, Y. (2020). A nationwide survey of psychological distress among Chinese people in the COVID-19 epidemic: implications and policy recommendations. General psychiatry, 33(2). DOI: https://doi.org/10.1136/gpsych-2020-100213

Sánchez-García, J. C., Vargas-Morúa, G., & Hernández-Sánchez, B. R. (2018). Entrepreneurs’ well-being: A bibliometric review. Frontiers in Psychology. Frontiers Media S.A. https://doi.org/10.3389/fpsyg.2018.01696 DOI: https://doi.org/10.3389/fpsyg.2018.01696

Schweinberger, M. (2016). A sociolinguistic analysis of emotives in Irish English. In Poster presented at the Annual Meeting of the Society for Text & Discourse.

SEBRAE (2020). O impacto da pandemia do coronavírus nos pequenos negócios – resultados nacionais, 2ª edição.

Shultz, J. M., Cooper, J. L., Baingana, F., Oquendo, M. A., Espinel, Z., Althouse, B. M., ... & Mazurik, L. (2016). The role of fear-related behaviors in the 2013–2016 West Africa Ebola virus disease outbreak. Current psychiatry reports, 18(11), 104. DOI: https://doi.org/10.1007/s11920-016-0741-y

Stephan, U. (2018). Entrepreneurs’ mental health and well-being: A review and research agenda. Academy of Management Perspectives, 32(3), 290-322. DOI: https://doi.org/10.5465/amp.2017.0001

Vieira, C. M., Franco, O. H., Restrepo, C. G., & Abel, T. (2020). COVID-19: The forgotten priorities of the pandemic. Maturitas, 136, 38-41. DOI: https://doi.org/10.1016/j.maturitas.2020.04.004

Xiang, Y. T., Yang, Y., Li, W., Zhang, L., Zhang, Q., Cheung, T., & Ng, C. H. (2020). Timely mental health care for the 2019 novel coronavirus outbreak is urgently needed. The Lancet Psychiatry, 7(3), 228-229. DOI: https://doi.org/10.1016/S2215-0366(20)30046-8

Wiklund, J., Nikolaev, B., Shir, N., Foo, M. D., & Bradley, S. (2019). Entrepreneurship and well-being: Past, present, and future. Journal of Business Venturing, 34(4), 579-588. DOI: https://doi.org/10.1016/j.jbusvent.2019.01.002

Yuan, S., Liao, Z., Huang, H., Jiang, B., Zhang, X., Wang, Y., & Zhao, M. (2020). Comparison of the Indicators of Psychological Stress in the Population of Hubei Province and Non-Endemic Provinces in China During Two Weeks During the Coronavirus Disease 2019 (COVID-19) Outbreak in February 2020. Medical Science Monitor, 26. DOI: https://doi.org/10.12659/MSM.923767

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Publicado

2022-07-11

Como Citar

Pagotto, D., Barbosa, R., Borges, C., & Nassif, V. (2022). Sentimentos Negativos de Empreendedores e a Covid-19: Uma Análise de Tweets. Revista Inteligência Competitiva, 12(1), e0414. https://doi.org/10.24883/IberoamericanIC.v12i.2022.e0414