Evidence map›Paper›PMID 36311583›Full record

ArticleFrontiers in public health2022

Impact of COVID-19 on the wellbeing of micro and small entrepreneurs of rural Pakistan.

Wajid Khan, R M Ammar Zahid, Ikram Ullah, Muhammad Asif Chuadhry, Saqib Yaqoob Malik, Yasir Hayat Mughal, Nazia Batool, Abida Begum, Heesup Han, Abdullah Mohamed

Abstract read
In one paragraph

Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

10 authors.

Wajid KhanDepartment of Business Management, University of Baltistan, Skardu, Pakistan.
R M Ammar ZahidSchool of Accounting, Yunnan Technology and Business University, Kunming, China.
Ikram UllahDepartment of Economics, University of Malakand, Chakdara, Pakistan.
Muhammad Asif ChuadhryDepartment of Management Sciences, Shifa Tameer-e-Millat University, Islamabad, Pakistan.
Saqib Yaqoob MalikDepartment of Business Management, University of Baltistan, Skardu, Pakistan.
Yasir Hayat MughalDepartment of Health Administration, College of Public Health and Health Informatics, Qassim University, Al-Bukayriyah, Saudi Arabia.
Nazia BatoolDepartment of Business Management, University of Baltistan, Skardu, Pakistan.
Abida BegumSchool of Marxism, Northeast Forestry University, Harbin, China.
Heesup HanCollege of Hospitality and Tourism Management, Sejong University, Seoul, South Korea.
Abdullah MohamedAbdullah Mohamed Research Centre, Future University in Egypt, New Cairo, Egypt.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

According to the constitution of Pakistan, the state is responsible for the provision of necessities of life to its citizens whenever their livelihood is permanently or temporarily threatened. COVID-19 and its associated lockdowns were a series of events where amenities of life around the world were seriously endangered. Especially, hard hit were the small- and medium-sized entrepreneurs (SMEs) of rural Pakistan. To quantitatively assess the social and economic impact of COVID-19, we interviewed the local microenterprise owners in rural Pakistan from January to February 2021 and then June 2021. Mean comparison tests were estimated for pre- and post-COVID-19 periods. Results reveal that the COVID-19 pandemic has significantly and negatively affected wellbeing of micro and small entrepreneurs in the regions as the income of most of the sampled entrepreneurs significantly decreased during the pandemic. Disaggregated consumption analysis however revealed that nominal consumption of food, clothing, energy, health, and education all increased, except for communication, during the pandemic. Furthermore, the regression analysis revealed that changes in income, occupation, borrowing during COVID-19, and family type of the respondents were significant factors in mitigating the effects of COVID-19. Based on the findings, policy recommendations are also spelled out in the last section.

Indexed as

COVID-19Communicable Disease ControlHumansPakistanPandemicsRural PopulationCOVID-19 pandemichousehold expendituresmicro and small businessesPakistansocial wellbeing

Identifiers

PMID36311583
PMCPMC9609786

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.