Marcos Severo

Marcos Severo

Researcher Marketing Performance, Analytics & AI

About Me

Hi, I'm Marcos Severo. I am a Professor and Marketing Researcher at the Federal University of Goiás, serving on the faculty of the Graduate Program in Management (PPGADM/UFG). My research examines how marketing efforts influence market performance measures in diverse settings. I specialize in using Applied Econometrics, experimental, and quasi-experimental methodologies to tackle complex research questions.

Education

  • Post-doc. (USP, Statistics, 2022)
  • Post-doc. (USP, Econometrics, 2021)
  • Ph.D. (UnB, BBA, 2016)

Interests

  • Artificial Intelligence
  • Business Marketing Analytics
  • Marketing models and Marketing performance

Visiting Positions

  • Indian Institute of Technology Jammu (2025)
  • San Diego State University (2024)
  • Indian Institute of Technology Gandhinagar (2022, 2020)
  • Indian Institute of Technology Delhi (2019)
  • Coventry University (2018)

Appointments

  • Associate Professor. Universidade Federal de Goiás
  • Vice-Coordinator. CADEN Research Center/UFG
  • Associate Editor. Journal of Business-to-Business Marketing
  • Thesis Award Commission. CAPES
  • Research Track Leader. ANPAD

Sobre Mim Brasil

Marcos Severo é Professor e Pesquisador da área de Marketing da Universidade Federal de Goiás (UFG) desde 2011, onde é vinculado ao Programa de Mestrado e Doutorado em Administração (PPGADM/UFG). Sua principal preocupação como pesquisador e consultor é identificar e revelar a influência das atividades de marketing no desempenho do negócio. Para descobrir como as ações de marketing promovem efeitos nos indicadores de sucesso de pequenas e médias empresas utiliza, usualmente, de pesquisa aplicada a grandes bases de dados empresariais.

Na sua atuação acadêmico-profissional já foi Professor Visitante em uma dezena de universidades internacionais. É o responsável pela assinatura e coordenação de Acordos de Cooperação Internacional entre a UFG e duas universidades indianas, IITGN e IIT Jammu, e também coordena Projetos de Pesquisa e Desenvolvimento Tecnológico em Inteligência Artificial, Ciência de Dados e Marketing Analytics financiados por empresas e órgãos de estado que totalizam mais de 10 milhões de reais.

Profile

Marcos Severo

Marcos Severo is a Full Professor of Marketing Research at the Federal University of Goiás (Brazil). He holds a PhD in Business Administration, which included a doctoral fellowship at Massey University (NZ), and completed two Post-Doctoral fellowships at the University of São Paulo (USP) in Statistics and Business Analytics/Data Science. He was also a Research Scholar at San Diego State University.

His research focuses on explaining marketing performance across three levels: firm-level (sales and market share), social media (engagement), and individual behavior (loyalty, spending, and sales per transaction). Methodologically, he specializes in econometric modeling and applied statistics, as well as experimental and quasi-experimental methods grounded in behavioral psychology. His work typically involves large datasets from emerging economies, such as Brazil, utilizing longitudinal and panel data.

Dr. Severo has extensive international experience as a Visiting Scholar at Coventry University (2018), IIT Delhi (2019), IIT Gandhinagar (2020, 2022), San Diego State University (2024), and IIT Jammu (2025). His work has been recognized with prestigious awards, including a Highly Commended paper at the Emerald Literati Network Awards (2017) and the Sheth Foundation Award for best marketing research (2019), published in the Journal of the Academy of Marketing Science (JAMS). In 2024, he was named the Brazilian Youth Marketing Researcher by the ANPAD Marketing Division.

Publications

Filters

2026
Journal of Marketing Theory and Practice 134(1), 1–18

The social psychological explanations for the effects of social media marketing and traditional media on voting intentions

Almeida, M. I. S. de, Vieira, V. A., Agnihotri, R., & Souza, R. de F.

· Lead article

2026
Industrial Marketing Management 132, 135–149

Sales funnel structures in B2B digital platforms: Dynamic effects of online sentiment and sales strategies on marketing performance

Almeida, M. I. S. de, Vieira, V. A., Silva, J. D. da, Liu, X., & Faia, V. S.

2026
Journal of Business Research 206, 115913

The paradox of being profitable and moral: The role moral authority plays in corporate sociopolitical activism

Barros, L. S. G., Pizzutti, C., Mello, N. S. B. de, Almeida, M. I. S. de, Isabella, G., & Baptista, P. P.

2026
Industrial Marketing Management 132, 150–168

Ingredient branding in industrial B2B2C chains: How corporate brands and sales value propositions drive co-branded equity

Ottoni, F. M. J., Porto, R. B., Almeida, M. I. S. de, & Thomé, K. M.

2025
Journal of Business Research 201, 115681

From static to conversational: The role of landing pages and chatbots in B2B lead generation

Isabella, G., Almeida, M. I. S. de, Duran, F. M., & Gabler, C.

2024
International Journal of Consumer Studies 48(1), e12987

Customer relational benefit: A second-order meta-analysis and an alternative framework

Vieira, V. A., Araujo, C. F., & Almeida, M. I. S. de.

2024
Brazilian Administration Review 21, e240127

Popularity and transaction prices as drivers of price dispersion on two-sided digital platforms

Oliveira, A. C., Isabella, G., & Almeida, M. I. S. de.

2023
RAUSP Management Journal 58(3), 249–255

ThinkBox: One-way road: The impact of Artificial Intelligence on the development of knowledge in management

Isabella, G., Almeida, M. I. S. de, & Mazzon, J. A.

2023
REGEPE Entrepreneurship and Small Business Journal 12, 1–8

The relationship between gender policies and the creation of businesses by women

Teixeira, D. M., Borges Júnior, C. V., & Almeida, M. I. S. de.

2023
Revista de Administração Contemporânea 27(4), e230141

Grasping marketing and consumer behavior in the digital environment: Brazilian scholars insights

Vieira, V. A., Almeida, M. I. S. de, & Zanette, M. C.

2022
REGEPE Entrepreneurship and Small Business Journal 11(2), 1–11

Forms of capital, innovation capability and innovation in nascent ventures

Pagotto, D. d P., Borges Júnior, C. V., Almeida, M. I. S. de, & Hoffman, V. E.

2022
International Journal of Global Warming 26(1), 38–63

Global relationship between economic growth and CO2 emissions across time: a multilevel approach

Fávero, L. P. L., Souza, R. F., Belfiore, P., Luppe, M. R., & Severo, M.

2022
Journal of Business Research 141, 200–212

How cashback strategies yield financial benefits for retailers: The mediating role of consumers' program loyalty

Vieira, V. A., Agnihotri, R., Almeida, M. I. S. de, & Lopes, E. L.

2022
Journal of Marketing Management 38(7–8), 708–739

Optimising digital marketing and social media strategy: from push to pull to performance

Vieira, V. A., Almeida, M. I. S. de, Gabler, C. B., Limongi, R., Costa, M., & Costa, M. P. da.

2022
Industrial Marketing Management 101, 165–175

Amplifying retailers' sales with a hub's owned and earned social media: The moderating role of marketplace organic search

Vieira, V. A. V., Almeida, M. I. S. de, & Schreiner, T. F.

2020
Review of Business Management 20(2), 331–347

Deviances from planned purchases: consumer learning history and behavior setting implications for consumer spending

Almeida, M. I. S. de, Coelho, R., Porto, R., & Oliveira, D.

2020
Revista de Administração Contemporânea 24(2), 134–150

Sales-based brand equity as a performance driver in "The Country of soccer"

Almeida, M. I. S. de, Coelho, R. L. F, & Oliveira, D. S. de.

2020
International Journal of Emerging Markets 15(6), 1265–1286

How marketing balances the battle between premium and regular products? Brand sales dynamics in an emerging market

Almeida, M. I. S. de, Porto, R. B., & Coelho, R. L. F.

2019
Journal of the Academy of Marketing Science 47(6), 1085–1108

In pursuit of an effective B2B digital marketing strategy in an emerging market

Vieira, V. A., Almeida, M. I. S. de, Agnihotri, R., Silva, N. S. d. A. C. da., & Arunachalam, S.

· Sheth Foundation / JAMS Award – Finalist

2016
Online Information Review 40(4), 458–471

Does social media matter for post typology? Impact of post content on Facebook and Instagram metrics

Coelho, R. L. F., Oliveira, D. S. de, & Almeida, M. I. S. de.

· Emerald Literati Network Awards – Highly Commended Finalist

2016
Review of Business Management 18(62), 545–569

'Engage and attract me, then I'll share you': an analysis of the impact of post category on viral marketing in a social networking site

Almeida, M. I. S. de, Costa, M., Coelho, R. L. F., & Scalco, P. R.

2014
International Journal of Innovation and Learning 16(4), 428–447

Experiential learning as teaching strategy for entrepreneurship: assessment of a Brazilian experience

Tete, M. F., Limongi, R., Almeida, M. I. S. de., & Boges, C.

Supervisions

MSc

  • 2025
    Bruno Machado Carvalho Universidade Federal de Goiás
  • 2023
    Danilo Eustáquio Luiz de Araújo Universidade Federal de Goiás
  • 2021
    Bukunmi Adewumi Indian Institute of Technology Gandhinagar
  • 2021
    Daiane Martins Teixeira

    · Co-supervisor

    Universidade Federal de Goiás
  • 2021
    Lorrayne Correia Sousa Universidade Federal de Goiás
  • 2021
    Angelo Cruz do Nascimento Varella Universidade Federal de Goiás
  • 2020
    Giovanna de Souza Sodré Universidade Federal de Goiás
  • 2018
    Milena Alves Costa Universidade Federal de Goiás
  • 2018
    Udinelli Alves da Silva Santos Universidade Federal de Goiás

PhD

  • 2025
    Leandro Divino Miranda de Oliveira Universidade Federal de Goiás
  • 2024
    Ananias Costa Oliveira Universidade Federal de Goiás
  • 2022
    Marcos Schebeleski

    · Co-supervisor

    Universidade Estadual de Maringá

Talks

  • 2026
    Merging data with decision making: Marketing Analytics, Data Analysis and AI Academic QM Think Fest – Aligarh Muslim University (Online)
  • 2025
    Marketing Analytics: Unlocking business performance through data-driven insights Indian Institute of Technology Jammu
  • 2025
    How AI leverages lead generation with instant messaging apps: Chatbots versus landing pages in the B2B customer journey University of California – Riverside (Online Academic/Research Seminar)
  • 2025
    Classical and non-simultaneous pathways in the online sales funnel: Strength and duration of the effects of cross- and up-selling Workshop in Management Science, Pucón, Chile
  • 2024
    How AI leverages lead generation with instant messaging apps: Chatbots versus landing pages in the B2B customer journey University of Zaragoza Brown Bag Seminars (Online)
  • 2024
    Artificial Intelligence chatbots or static landing pages? Generating leads through the B2B customer journey California State University, Sacramento
  • 2022
    Emergent issues in human-robot interactions. Artificial Intelligence and Applications in Emerging Economies Indian Institute of Technology Gandhinagar (IITGN)
  • 2022
    Candidate sentiment, traditional, owned and earned social media: the role of fan following in influencing voting intentions Indian Institute of Technology Gandhinagar (IITGN)
  • 2021
    Candidate sentiment, traditional, owned and earned social media: the role of fan following in influencing voting intentions AMA Summer Conference, US (Online)
  • 2021
    The moderating role of marketplace organic search on earned social media and user-generated content: a multilevel multichannel retailing assessment AMA Summer Conference, US (Online)
  • 2019
    In pursuit of an effective B2B digital marketing strategy in an emerging market Universität Hamburg
  • 2018
    Reflections on directions of social media research and business performance Coventry University, UK (Seminar to postgraduate students)
  • 2018
    Sales and social media in small retailing Advances in Theory and Practice of Digital Marketing, Swansea, UK
  • 2015
    Marketing in emerging economies: The battle between branded and unbranded products School of Communication, Journalism and Marketing, Massey University, Auckland, New Zealand

Media

2025
Entrevista concedida à TV UFG (Sempre UFG): Conheça a trajetória de Marcos Severo
2024
A Revolução dos Dados no Marketing - Deep Growth Podcast #86
2020
Entrevista concedida à TV Record Goiás: Projeto 'Adoce' Suco de uva nas audiências de conciliação em Goiás
2019
Entrevista concedida à TV Record Goiás: Série Influenciadores
2019
Entrevista concedida à TV UFG (Viver Ciência): Redes Sociais

Projects

· Do Like ao Lucro podcast (UFG #PJ413-2025)

Episódio 01: Consumidores agem diferente do que pensam
Episódio 02: Inteligência Artificial e vendas
Episódio 03: O futuro da Pesquisa e Ensino do Marketing com a IA
Episódio 04: Marketing no Agronegócio
Episódio 05: Marketing no TikTok
Episódio 06: Marketing e métricas
Episódio 07: O 'mindset' do consumidor
Episódio 08: As diferentes medidas de desempenho em marketing
Episódio 09: O ecoverso de comunicação das marcas
Episódio 10: O impacto da Inteligência Artificial no desempenho do negócio
Episódio 11: Como gestores de diferentes áreas aceitam e adotam a Inteligência Artificial?
PODCAST: Do Like ao Lucro

Ouça no Spotify ↗

· Pesquisa de Marketing de 5° (UFG #PJ318-2024)

Episódio 01: Como a mesma base de dados pode retornar resultados divergentes?
Episódio 02: Como medir o desempenho em Marketing?
Episódio 03: Como demonstrar o valor do Marketing para o negócio?
Episódio 04: Como a forma de apresentação dos dados influencia o comportamento?
Episódio 05: Comportamento esperado das vendas e da participação de mercado
Episódio 06: Associação entre participação de mercado e o desempenho do negócio
Episódio 07: Efeitos do preço nas vendas, participação e escolha
Episódio 08: Os efeitos de curto e longo prazo da Propaganda nas Vendas
Episódio 09: Impactos da Inteligência Artificial nas vendas e na conversão

Awards

  • 2024
    Winner of the Best Paper Award at the 1st Industrial Marketing Management (IMM) South America Summit Article "How AI leverages lead generation with instant messaging apps: Chatbots versus landing pages in the B2B customer journey"
  • 2024
    Brazilian Young Marketing Research Award Conceded by ANPAD (the official Business Researchers and Educators organization in Brazil)
  • 2024
    Recognition and Appreciation as an International Scholar San Diego State University
  • 2024
    Finalist of the Best Paper Award at the 10th Brazilian Marketing Conference (ANPAD) Article "Strength and duration of the effects of cross and up-selling strategies on the sales funnel"
  • 2023
    CNPq Productivity Researcher – Level 2 Brazilian National Council for Scientific and Technological Development
  • 2021
    Outstanding Graduate (Ph.D., 2012–2016) Indicated by PPGA/UnB to CAPES (Brazilian Federal Agency for Support and Evaluation of Graduate Education)
  • 2021
    Outstanding Graduate (Master's, 2006–2008) Indicated by PPGAdm/UFV (Federal University of Viçosa) to CAPES
  • 2021
    Outstanding Instructor – Marketing Analytics Course Indian Institute of Technology Gandhinagar (IITGN)
  • 2021
    Public Policy Implementation – State of Goiás Research results adopted by the Goiás Court of Justice to improve conciliation indicators
  • 2021
    Recognition of Merit – one of the fifteen prominent graduates of the last 15 years (2005–2020) Federal University of Viçosa (PPGAdm/UFV)
  • 2020
    Finalist of the JAMS/Sheth Foundation Award for Best Marketing Paper Journal of the Academy of Marketing Science. Article "In pursuit of an effective B2B digital marketing strategy"
  • 2018
    Winner of the Best Marketing Paper published in Brazilian journals 8th Brazilian Marketing Conference (ANPAD). Article "Who leads your opinion? Opinion leaders' influence on virtual engagement"
  • 2017
    Finalist of Emerald Publishing Awards for Excellence – Outstanding Paper Article "Does social media matter for post typology?", Online Information Review, 40(4)
  • 2017
    Winner of the Best Paper with Implication for Retail Award 10th Latin American Retail Conference (CLAV 2017)
  • 2014
    Finalist of the Best Paper Award at the 6th Brazilian Marketing Conference (ANPAD)
  • 2013
    Winner of the Best Theme Paper Award (Consumer Behavior) 16th SEMEAD Conference, University of São Paulo (USP)
  • 2013
    Winner of the Best Area Paper Award (Marketing) 16th SEMEAD Conference, University of São Paulo (USP)
  • 2013
    Recognition of Merit for two Best Paper Awards at SEMEAD Federal University of Goiás (UFG)