ArticleTechnological forecasting and social change2021
COVID-19, consumer behavior, technology, and society: A literature review and bibliometric analysis.
Article in Technological forecasting and social change, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Global research status, hotspots and prospects of ferroptosis in glioma: a scientometric analysis.Frontiers in cellular neuroscience · 2025Pooled it
- Paying in public: Peer effects, impression management, and willingness to pay on digital payment platforms.PloS one · 2026Article
- From crisis to new routine: shifts in urban shopping mobility and socioeconomic inequality during and after the COVID-19 shock.Frontiers in big data · 2026Article
- How disease threat affects the purchase intention of ultra-processed foods among high-pressure workers.Frontiers in nutrition · 2025Article
- Visualizing Scholarly Trends in Electronic Health (eHealth) Business Models: A Bibliometric Analysis.Cureus · 2024Review
- Exploring the Frontiers of Mathematical Neuroscience: A Comprehensive Bibliometric Analysis.Cureus · 2024Review
- A Century of Mathematical Epidemiology: A Bibliometric Analysis and Visualization of Research Trends.Cureus · 2024Review
- Review
- Exploring the Intersection of E-commerce and Healthcare: A Visual Analysis of Research Trends.Cureus · 2024Review
- Forging green Horizons: Revealing Catalysts of pro-environmental behavior in emerging market.Heliyon · 2024Article
- Public health events and economic growth in a neoclassical framework.BMC public health · 2024Article
- Factors influencing consumers' continuance intention in online grocery shopping: a cross-sectional study using application behavior reasoning theory.Korean journal of community nutrition · 2024Article
- Review
- Perceptions of change in the environment caused by the COVID-19 pandemic: Implications for environmental policy.Environmental impact assessment review · 2023Article
- Has Covid-19 permanently changed online purchasing behavior?EPJ data science · 2023Article
- Is Purchase Behavior Different for Consumers with Long COVID?International journal of environmental research and public health · 2022Article
- A typology of Jordanian consumers after Covid-19: The rational, the suspicious, and the cautious consumer.The Journal of consumer affairs · 2022Article
- Factors Affecting Food Consumers' Behavior during COVID-19 in Romania.Foods (Basel, Switzerland) · 2022Article
- COVID-19 Pandemic Implications for Corporate Sustainability and Society: A Literature Review.International journal of environmental research and public health · 2022Review
- A Bibliometric Analysis on Global Psychological and Behavioral Research Landscape on COVID-19 Pandemic.International journal of environmental research and public health · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The COVID-19 crisis is among the most disruptive events in recent decades. Its profound consequences have garnered the interest of many studies in various disciplines, including consumer behavior, thereby warranting an effort to review and systematize the literature. Thus, this study systematizes the knowledge generated by 70 COVID-19 and consumer behavior studies in the Scopus database. It employs descriptive analysis, highlighting the importance of using quantitative methods and China and the US as research settings. Co-occurrence analysis further identified various thematic clusters among the studies. The input-process-output consumer behavior model guided the systematic review, covering several psychological characteristics and consumer behaviors. Accordingly, measures adopted by governments, technology, and social media stand out as external factors. However, revised marketing strategies have been oriented toward counteracting various consumer risks. Hence, given that technological and digital formats mark consumer behavior, firms must incorporate digital transformations in their process.
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Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.