Evidence map›Paper›PMID 34179055›Full record

ArticleFrontiers in nutrition2021

Factors Determining Consumer Acceptance of Biofortified Food: Case of Zinc-Fortified Wheat in Pakistan's Punjab Province.

Muhammad Rizwan, Yueji Zhu, Ping Qing, Debin Zhang, Umar I Ahmed, Hui Xu, Muhammad A Iqbal, Abdul Saboor, Arshad M Malik, Adnan Nazir and 3 more

Abstract read
In one paragraph

Article in Frontiers in nutrition, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Trial
  2. Boosting nutritional value: the role of iron fortification in meat and meat products.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2025
    Review
  3. Review
  4. Article
  5. Article
  6. 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

13 authors.

Muhammad RizwanSchool of Economics and Management, Yangtze University, Jingzhou, China.
Yueji ZhuManagement School of Hainan University, Haikou, China.
Ping QingCollege of Economics and Management, Huazhong Agricultural University, Wuhan, China.
Debin ZhangCollege of Public Administration, Huazhong Agricultural University, Wuhan, China.
Umar I AhmedDepartment of Agribusiness and Applied Economics, Muhammad Nawaz Shareef University of Agriculture Multan, Multan, Pakistan.
Hui XuSchool of Economics and Management, Yangtze University, Jingzhou, China.
Muhammad A IqbalInstitute of Agricultural and Resource Economics, University of Agriculture Faisalabad, Faisalabad, Pakistan.
Abdul SaboorDepartment of Economics and Agri. Economics, PMAS Arid Agriculture University, Rawalpindi, Pakistan.
Arshad M MalikDepartment of Economics and Agri. Economics, PMAS Arid Agriculture University, Rawalpindi, Pakistan.
Adnan NazirDepartment of Agricultural Economics, Sindh Agriculture University Tando Jam, Tando Jam, Pakistan.
Xuelian WuSchool of Economics and Management, Yangtze University, Jingzhou, China.
Puming HeSchool of Economics and Management, Yangtze University, Jingzhou, China.
Azam TariqCollege of Humanities and Social Sciences, Huazhong Agricultural University, Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Zinc (Zn) is a fundamental micronutrient required by all living organisms. Zn deficiency among children under 5 years, pregnant, and child-bearing women has been identified in developing countries such as Pakistan. Biofortified crops can increase micronutrient levels and decrease deficiencies. Meanwhile, consumer acceptance is essential, given that genetic alterations can occur during biofortification, resulting in changes in sensory traits and the quality of grains. Therefore, the present study focuses on the determining factors for consumer acceptance of Zn-biofortified wheat., an experimental survey was conducted to achieve the study's objectives. Qualitative and quantitative data were collected and analyzed from 203 respondents in the Punjab province. The results regarding sensory perceptions revealed that people attached great importance to the appearance of the chapati prepared with Zn-biofortified wheat. Therefore, they were willing to purchase Zn-biofortified wheat when asked to choose between the conventional wheat and the Zn-biofortified wheat. Moreover, the probit model illustrates that the level of education in the family and having young children aged under 5 years in the household positively impacted the acceptance of Zn-biofortified wheat among the participants. The findings suggest that there is significant scope for promoting Zn-biofortified wheat in the country. It is also imperative to ensure its availability across various regions so that households with weak purchasing power can buy and address their Zn deficiency. Furthermore, policymakers could introduce reforms targeting business communities for food management, keeping Zn-biofortified wheat in the priority stream.

Indexed as

biofortificationdeterminants to acceptPakistanprobit modelsensory factorszinc-fortified wheat

Identifiers

PMID34179055
PMCPMC8220091

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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.