Evidence map›Paper›PMID 33925929›Full record

ArticleInternational journal of environmental research and public health2021

Assessing Public Willingness to Wear Face Masks during the COVID-19 Pandemic: Fresh Insights from the Theory of Planned Behavior.

Muhammad Irfan, Nadeem Akhtar, Munir Ahmad, Farrukh Shahzad, Rajvikram Madurai Elavarasan, Haitao Wu, Chuxiao Yang

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

37 citing papers in PubMed.

  1. Article
  2. Article
  3. Development and validation of Join Clinical Trial Questionnaire (JoinCT).Asia-Pacific journal of clinical oncology · 2025
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. COVID-19 and Masking Disparities: Qualitative Analysis of Trust on the CDC's Facebook Page.International journal of environmental research and public health · 2023
    Article
  9. Article
  10. Article
  11. Does COVID-19 impact on financial markets of China-evidence from during and pre-COVID-19 outbreak.Environmental science and pollution research international · 2023
    Article
  12. Article
  13. Article
  14. Review
  15. Article
  16. Article
  17. Article
  18. Article
  19. Analysis of the Face Mask Use by Public Transport Passengers and Workers during the COVID-19 Pandemic.International journal of environmental research and public health · 2022
    Article
  20. Sustainable impact of COVID-19 on education projects: aspects of naturalism.Environmental science and pollution research international · 2022
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Muhammad IrfanSchool of Management and Economics, Beijing Institute of Technology, Beijing 100081, China.ORCID 0000-0003-1446-583X
Nadeem AkhtarSchool of Urban Culture, South China Normal University, Nanhai Campus, Foshan 528225, China.ORCID 0000-0002-8283-4353
Munir AhmadSchool of Economics, Zhejiang University, Hangzhou 310058, China.ORCID 0000-0002-4376-8410
Farrukh ShahzadSchool of Economics and Management, Guangdong University of Petrochemical Technology, Maoming 525000, China.ORCID 0000-0002-1095-7207
Rajvikram Madurai ElavarasanClean and Resilient Energy Systems (CARES) Laboratory, Texas A&M University, Galveston, TX 77553, USA.ORCID 0000-0002-7744-6102
Haitao WuSchool of Management and Economics, Beijing Institute of Technology, Beijing 100081, China.
Chuxiao YangSchool of Management and Economics, Beijing Institute of Technology, Beijing 100081, China.

Funding

North Minzu University Annual Research Project PKST2020
6 · The paper itself

Abstract

Face masks are considered an effective intervention in controlling the spread of airborne viruses, as evidenced by the 2009's H1N1 swine flu and 2003's severe acute respiratory syndrome (SARS) outbreaks. However, research aiming to examine public willingness to wear (WTW) face masks in Pakistan are scarce. The current research aims to overcome this research void and contributes by expanding the theoretical mechanism of theory of planned behavior (TPB) to include three novel dimensions (risk perceptions of the pandemic, perceived benefits of face masks, and unavailability of face masks) to comprehensively analyze the factors that motivate people to, or inhibit people from, wearing face masks. The study is based on an inclusive questionnaire survey of a sample of 738 respondents in the provincial capitals of Pakistan, namely, Lahore, Peshawar, Karachi, Gilgit, and Quetta. Structural equation modeling (SEM) is used to analyze the proposed hypotheses. The results show that attitude, social norms, risk perceptions of the pandemic, and perceived benefits of face masks are the major influencing factors that positively affect public WTW face masks, whereas the cost of face masks and unavailability of face masks tend to have opposite effects. The results emphasize the need to enhance risk perceptions by publicizing the deadly effects of COVID-19 on the environment and society, ensure the availability of face masks at an affordable price, and make integrated and coherent efforts to highlight the benefits that face masks offer.

Indexed as

COVID-19Influenza A Virus, H1N1 SubtypeAnimalsHumansMasksPakistanPandemicsSARS-CoV-2SwineCOVID-19face masksrisk perceptionstheory of planned behaviorwillingness to wear

Identifiers

PMID33925929
PMCPMC8123495

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Registered trials

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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.