Displaying publications 1 - 20 of 21 in total

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  1. Mustapa MAC, Amin L, Mahadi Z
    Pharmacogenomics J, 2020 12;20(6):801-812.
    PMID: 32457399 DOI: 10.1038/s41397-020-0167-0
    Pharmacogenomics (PGx) testing, which aims to identify the genes that affect our responses to drugs, has been favoured by healthcare professionals as a means of maximising drug efficacy and improving the safety and cost-effectiveness of healthcare. Support from the public is needed to determine the successful development of this technology and its implementation in society. Therefore, the objective of this paper was to analyse factors that influence stakeholders' intentions to adopt pharmacogenomic testing in Malaysia. A validated instrument was administered through face-to-face interviews with a total of 421 adult respondents who were stratified according to 2 stakeholder groups: healthcare providers (n = 221) and patients/family members (n = 200). The data were then analysed using SPSS® version 24 software and the advanced multivariate statistical approach of Partial Least Square (PLS) path modelling in order to analyse the complex relationships among variables. Results of the studies indicated that the Malaysian stakeholders had a high amount of trust in the key players (mean score of 5.31), perceived high benefits (mean score of 5.53) and claimed to have high intentions of adopting PGx (mean score of 5.39). The majority of the predictors have significant direct relationships with the intention to adopt PGx, with the exception of moral concerns. Perceived benefits appeared to be the most important direct predictor of the intention to adopt PGx testing (ß = 0.371, P 
  2. Olesen AP, Amin L, Mahadi Z
    Sci Eng Ethics, 2019 08;25(4):1111-1124.
    PMID: 29717467 DOI: 10.1007/s11948-018-0054-0
    The purpose of this study is to encourage and highlight discussion on how to improve the teaching of research ethics in institutions of higher education in Malaysia. Drawing on semi-structured interviews with 21 academics in a research-intensive university in Malaysia, interviewees agreed on the importance of emphasizing the subject of research ethics among students, as well as academics or researchers. This study reveals that participants felt that there is an urgent need to improve the current awareness and knowledge of issues related to misconduct in research among students and academics. The results of this study indicate a need for better teaching on the subject of research ethics in order to prevent misconduct in research. Finally, it concludes with suggestions that there should be a clear definition of research misconduct, to include consequences when engaging in misconduct; a separate research ethics syllabus for pure and social sciences should be conducted; research ethics should be implemented as a core subject, and there should be an early intervention and continuous learning of research ethics, with an emphasis on ethics training.
  3. Olesen A, Amin L, Mahadi Z
    Dev World Bioeth, 2018 09;18(3):271-278.
    PMID: 30048029 DOI: 10.1111/dewb.12200
    INTRODUCTION: To explore academia perceptions and experience with unethical authorship practices in their respective institutions.

    METHOD: 21 in-depth interviews were carried out.

    RESULTS: Our analysis revealed variability in experiences with various types of unethical authorship practices among the interviewees. Second, we found that unethical authorship practices are not so unusual among academia although the exact numbers of incidents are unknown due to the fact that such practices are seldom reported. Third, our interviewees revealed that the culture of 'publish or perish' could be the main contributor to unethical practices of authorship because publication records are the main criteria for researcher's career evaluation besides, others, which are set by the university.

    CONCLUSION: It was suggested that the institution must play a proactive role in educating and promoting awareness on authorship guidelines, through education and training, ethical leadership as well as promoting the importance of publication ethics.

  4. Amin L, Hashim H, Mahadi Z, Ismail K
    BMC Med Res Methodol, 2018 12 05;18(1):163.
    PMID: 30518344 DOI: 10.1186/s12874-018-0619-2
    BACKGROUND: The demand in biobanking for the collection and maintenance of biological specimens and personal data from civilians to improve the prevention, diagnosis and treatment of diseases has increased notably. Despite the advancement, certain issues, specifically those related to privacy and data protection, have been critically discussed. The purposes of this study are to assess the willingness of stakeholders to participate in biobanking and to determine its predictors.

    METHODS: A survey of 469 respondents from various stakeholder groups in the Klang Valley region of Malaysia was carried out. Based on previous research, a multi-dimensional instrument measuring willingness to participate in biobanking, and its predictors, was constructed and validated. A single step Structural Equation Modelling was performed to analyse the measurements and structural model using the International Business Machines Corporation Software Package for Social Sciences, Analysis of Moment Structures (IBM SPSS Amos) version 20 with a maximum likelihood function.

    RESULTS: Malaysian stakeholders in the Klang Valley were found to be cautious of biobanks. Although they perceived the biobanks as moderately beneficial (mean score of 4.65) and were moderately willing to participate in biobanking (mean score of 4.10), they professed moderate concern about data and specimen protection issues (mean score of 4.33). Willingness to participate in biobanking was predominantly determined by four direct predictors: specific application-linked perceptions of their benefits (β = 0.35, p 
  5. Olesen AP, Amin L, Mahadi Z
    Account Res, 2017;24(8):469-482.
    PMID: 29087734 DOI: 10.1080/08989621.2017.1399358
    Based on a previous survey by the Office of Research Integrity (ORI) in the USA, a considerable number of foreign research scientists have been found guilty of research misconduct. However, it remains unclear as to whether or not cultural factors really contribute to research misconduct. This study is based on a series of interviews with Malaysian researchers from the local universities regarding their own professional experiences involving working with researchers or research students from different countries or of different nationalities. Most of the researchers interviewed agreed that cultures do shape individual character, which influences the way that such individuals conduct research, their decision-making, and their style of academic writing. Our findings also showed that working culture within the institution also influences research practices, as well as faculty mentorship of the younger generation of researchers. Given the fact such misconduct might be due to a lack of understanding of research or working cultures or practices within the institution, the impact on the scientific community and on society could be destructive. Therefore, it is suggested that the institution has an important role to play in orienting foreign researchers through training, mentoring, and discussion with regard to the "does" and "don'ts" related to research, and to provide them with an awareness of the importance of ethics when it comes to conducting research.
  6. Olesen AP, Amin L, Mahadi Z
    Sci Eng Ethics, 2018 12;24(6):1755-1776.
    PMID: 29249021 DOI: 10.1007/s11948-017-9997-9
    Published data and studies on research misconduct, which focuses on researchers in Malaysia, is still lacking, therefore, we decided that this was an area for investigation. This study provides qualitative results for the examined issues through series of in-depth interviews with 21 researchers and lecturers in various universities in Malaysia. The aims of this study were to investigate the researchers' opinions and perceptions regarding what they considered to be research misconduct, their experience with such misconduct, and the factors that contribute to research misconduct. Our findings suggest that the most common research misconducts that are currently being witnessed in Malaysian universities are plagiarism and authorship disputes, however, researchers seldom report incidents of research misconduct because it takes too much time, effort and work to report them, and some are just afraid of repercussions when they do report it. This suggests possible loopholes in the monitoring system, which may allow some researchers to bypass it and engage in misconduct. This study also highlights the structural and individual factors as the most influential factors when it comes to research misconduct besides organizational, situational and cultural factors. Finally, this study highlights the concerns of all participants regarding the 'publish or perish' pressure that they believe would lead to a hostile working environment, thus enhancing research misconduct, as researchers tend to think about their own performance rather than that of whole team or faculty. Consequently this weakens the interpersonal relationships among researchers, which may compromise the teaching and supervision of junior researchers and research students.
  7. Olesen AP, Amin L, Mahadi Z
    Account Res, 2018;25(3):125-141.
    PMID: 29394103 DOI: 10.1080/08989621.2018.1429925
    This article offers a qualitative analysis of research misconduct witnessed by researchers during their careers, either by research students or fellow researchers, when conducting or supervising research in their respective departments. Interviews were conducted with 21 participants from various research backgrounds and with a range of research experience, from selected universities in Malaysia. Our study found that misbehavior such as manipulating research data, misrepresentation of research outcomes, plagiarism, authorship disputes, breaching of research protocols, and unethical research management was witnessed by participants among junior and senior researchers, albeit for different reasons. This indicates that despite the steps taken by the institutions to monitor research misconduct, it still occurs in the research community in Malaysian institution of higher education. Therefore, it is important to admit that misconduct still occurs and to create awareness and knowledge of it, particularly among the younger generation of researchers. The study concludes that it is better for researchers to be aware of the behaviors that are considered misconduct as well as the factors that contribute to misconduct to solve this problem.
  8. Amin L, Olesen A, Mahadi Z, Ibrahim M
    Asian Bioeth Rev, 2021 Sep;13(3):297-315.
    PMID: 34295385 DOI: 10.1007/s41649-021-00171-5
    The establishment of MyCohort in 2005 showed that there is a growing interest on the part of the Malaysian government in the creation of biobanks in the country. This project can be considered as the biggest and most comprehensive cohort study in Malaysia, where hundreds of thousands of human samples are stored for epidemiological and biomedical research. However, little is known about the current issues or the situation related to biobank research in Malaysia. There are pressing issues that need answers such as the governance of the national biobank as well as other privately owned biobanks in the nation, the public perspectives and perceptions regarding biobanks, and other matters such as the ethical, legal, and social issues related to biobank research. This article will highlight the status and issues related to biobank research in Malaysia and provide suggestions on future research practices that we feel need to be seriously considered. These suggestions are designed to advance and enlighten researchers' knowledge, as well as provide the public with information on issues associated to biobanking. Good governance increases public knowledge and trust, and religious acceptance of biobank research and accountability can lead to increased participation in biobank research. The direct implications of the discussion about the ethical, legal, and social issues of biobanks are pertinent for the foundation of knowledge relating to biobanks, as well as the forward gestures for future medicine for mankind.
  9. Olesen AP, Amin L, Mahadi Z, Ibrahim M
    Dev World Bioeth, 2020 Nov 10.
    PMID: 33170560 DOI: 10.1111/dewb.12298
    Due to the financial pressure caused by cutbacks in funding and the race to achieve higher university rankings, researchers are competing for limited funds. These funds enable researchers to contribute to the scientific enterprise and to secure better positions. Given this pressure, there is a need to understand how academic organisations can influence academic integrity. This study uses a qualitative methodology and incudes in-depth interviews with 22 voluntary participants from various Malaysian public and private universities and with different research backgrounds and experience. The findings suggest that mentorship, the pressure to perform, the research environment and research policies related to misconduct can contribute to research misconduct. According to the participants, reward systems that are heavily dependent on publication records can result in a research environment that is not conducive to research ethics, and which creates self-centred individualistic researchers rather than team players. This can lead to bad mentorship where researchers are more concerned with their own performance and do not prioritise their teaching and supervising of junior researchers. The endorsement of well-written research policies may have little significant value for research misconduct without enforcement and awareness of the importance of research integrity. This paper is an attempt to encourage university management to promote research integrity among individuals who are directly or indirectly involved in the research process by taking action against those involved in misconduct. It also suggests rewarding researchers based on their overall performance rather than solely on their publication record.
  10. Olesen AP, Amin L, Mahadi Z, Ibrahim M
    Account Res, 2019 04;26(3):157-175.
    PMID: 30982340 DOI: 10.1080/08989621.2019.1607312
    The purpose of this study is to highlight the experiences of individuals who participate in the Responsible Conduct of Research (RCR) training program held at various universities in Malaysia. In response to a mailing request sent to 40 individuals who had undertaken a RCR training program, 15 participants agreed to be interviewed. The results of the study showed that the three main reasons for participating in the training were as follows: anticipation for knowledge gained; personal experience with research misconduct; and establishing a new network of researchers. In terms of the positive effects gained from undertaking the training, the participants highlighted an increased awareness of the issues and problems related to research misconduct; the need to promote integrity in research conduct; a change in the way they conduct their research; and a change in the way they confront and address misconduct. The findings of this study should be valuable for policy makers and those involved in the management of research programs and ethics, as it demonstrated the importance of RCR training in equipping researchers with the necessary knowledge to conduct research responsibly, and to avoid research misconduct.
  11. Amin L, Hashim H, Mahadi Z, Che Ngah A, Ismail K
    Xenotransplantation, 2018 11;25(6):e12430.
    PMID: 29932474 DOI: 10.1111/xen.12430
    BACKGROUND: Advances in xenotransplantation have the potential to resolve the issue of organ shortages. Despite this, the procedure is expected to meet with a degree of resistance from the public. The purpose of this study was to identify the relevant factors influencing stakeholders' attitudes towards xenotransplantation.

    METHODS: A multidimensional survey instrument measuring attitudes to xenotransplantation, including the factors that predict such attitudes, was developed based on earlier studies and validated. It was then completed by 469 respondents who were stratified in accordance with stakeholder groups in Malaysia. A single-step SEM analysis was then conducted to estimate the measurement and create a structural model using IBM SPSS Amos version 20 with a maximum-likelihood function.

    RESULTS: The attitudes of Malaysian stakeholders towards xenotransplantation were moderately positive (mean score of 4.20). The most important direct predictor of attitude to xenotransplantation was perceived benefit (β = 0.59, P 

  12. Olesen AP, Amin L, Mahadi Z, Ibrahim M
    Account Res, 2019 01;26(1):17-32.
    PMID: 30489163 DOI: 10.1080/08989621.2018.1554444
    This study found that less than half of the respondents are willing to blow the whistle. The results reveal that a lack of protection with regard to the whistleblower's identity, the tedious investigative process, and the notion of avoiding confrontation, which is more apparent in Asian cultures as compared to the West, are among the reasons why individuals who witnessed misconduct chose to remain silent. Adhering to the Asian cultural upbringing where the young must respect the old, those of lower rank must obey those with higher authority, and subordinates do not question the actions of their superior, has become a norm even in the working environment. Therefore, emphasize the need for better protection for whistleblowers including using experienced individuals with a research ethics background to handle allegations from whistleblowers. In addition, established guidelines and procedures for whistleblowers with regard to voicing their allegations against colleagues engaged in research misconduct is still lacking or, to a certain extent, is still unknown to researchers. Thus, the concern indicates a need for institutions to create awareness among researchers regarding the existing platform for whistleblowers, or to develop a systematic and clear procedure which is reliable and independent to promote professionalism in academia.
  13. Amin L, Hashim H, Mahadi Z, Ibrahim M, Ismail K
    Biotechnol Biofuels, 2017;10:219.
    PMID: 28932261 DOI: 10.1186/s13068-017-0908-8
    BACKGROUND: Concern about the inevitable depletion of global energy resources is rising and many countries are shifting their focus to renewable energy. Biodiesel is one promising energy source that has garnered much public attention in recent years. Many believe that this alternative source of energy will be able to sustain the need for increased energy security while at the same time being friendly to the environment. Public opinion, as well as proactive measures by key players in industry, may play a decisive role in steering the direction of biodiesel development throughout the world. Past studies have suggested that public acceptance of biofuels could be shaped by critical consideration of the risk-benefit perceptions of the product, in addition to the impact on the economy and environment.

    RESULTS: The purpose of this study was to identify the relevant factors influencing stakeholders' attitudes towards biodiesel derived from crops such as palm oil for vehicle use, as well as to analyse the interrelationships of these factors in an attitude model. A survey of 509 respondents, consisting of various stakeholder groups in the Klang Valley region of Malaysia, was undertaken. The results of the study have substantiated the premise that the most important direct predictor of attitude to biodiesel is the perceived benefits (β = 0.80, p 

  14. Arham AF, Amin L, Mustapa MAC, Mahadi Z, Arham AF, Yaacob M, et al.
    Data Brief, 2020 Oct;32:106262.
    PMID: 32944607 DOI: 10.1016/j.dib.2020.106262
    Perceived Benefits and Risks: A survey data set towards Wolbachia-infected Aedes Mosquitoes in the Klang Valley, Malaysia. Introduction: The paper presents data collected using measures of perceived benefits, perceived risks, trust in key players, attitude towards nature versus material, attitude towards technology, religiosity, and attitude towards the Wolbachia-infected Aedes mosquitoes (WiAM) technique. The validated questionnaires were used to randomly survey targeted stakeholders in the Klang Valley, Malaysia, who had been asked to voluntarily participate in face-to-face interviews. Completed questionnaires were received from 399 respondents (adults above 18 years old) and comprised two stakeholder groups: scientists (n = 202), and the public (n = 197). The detailed findings serve numerous opportunities to examine the social acceptance of Wolbachia-infected Aedes mosquitoes, to ensure the development of policy and action plans, and to encourage further study by other researchers interested in the measures and data presented.
  15. Arham AF, Amin L, Mustapa MAC, Mahadi Z, Yaacob M, Ibrahim M
    BMC Public Health, 2021 Dec 23;21(1):2314.
    PMID: 34949167 DOI: 10.1186/s12889-021-12166-w
    BACKGROUND: A recent approach in controlling dengue is by using the Wolbachia-infected Aedes mosquito (WiAM). The approach has been reported to be more effective than traditional methods, such as fogging. Therefore, it is imperative to assess the factors predicting its acceptance among stakeholders before implementing this technology more widely in Malaysia.

    METHODS: The survey data were collected from two primary stakeholder groups using a stratified random sampling technique. The two primary stakeholder groups were scientists (n = 202) and the public (n = 197) in the Klang Valley region of Malaysia, a hot spot area known for the high rate of dengue cases. The respondents answered questions on a seven-point Likert scale survey regarding trust in key players, attitudes toward nature versus materialism, religiosity, perceived benefits, perceived risks, attitudes, and intentions. The data were analyzed using Smart Partial Least Square (SmartPLS) software (version 3.2.6) to determine the predictors influencing attitudes and intentions to support the use of WiAM technology.

    RESULTS: The results indicated a strong positive relationship between attitudes and intentions to support the use of WiAM (β = 0.676, p 

  16. Arham AF, Amin L, Mustapa MAC, Mahadi Z, Yaacob M, Wasli MMP, et al.
    BMC Public Health, 2023 Jun 14;23(1):1140.
    PMID: 37312081 DOI: 10.1186/s12889-023-16054-3
    BACKGROUND: Fogging is a conventional technique used to combat Aedes mosquitoes and prevent dengue disease. It is often implemented in outbreak areas or areas harbouring a high density of Aedes mosquitoes. Currently, studies on stakeholders' attitudes towards fogging are still limited in number. Therefore, this study aims to assess Malaysian attitudes, and identify the predicting factors influencing such attitudes.

    METHODS: A validated instrument was used to interview 399 randomly selected respondents from the public (n = 202, 50.6%) and scientists (n = 197, 49.4%) in the Klang Valley region of Malaysia. The data were analysed using PLS-SEM involving Smart-PLS software.

    RESULTS: The results confirmed that stakeholder attitudes toward fogging should be viewed in terms of a multi-dimensional association. The stakeholders surveyed were highly positive with regard to the application of fogging to control dengue but professed moderate concerns as to associated risks. The PLS-SEM analyses demonstrated that the perceived benefit was the most important factor influencing attitudes, followed by trust in key players.

    CONCLUSIONS: This result provides a good insight from the perspective of education and unravels the underlying fundamentals of stakeholders' attitudes toward the fogging technique. The findings also provide a positive indicator to the responsible parties involved to continue the usage of this technique in conjunction with improvements with regard to its safety aspects, and possibly in combination with other environmental-friendly alternatives in order to achieve a healthy environment without dengue in Malaysia.

  17. Arham AF, Amin L, Mustapa MAC, Mahadi Z, Yaacob M, Ibrahim M
    PLoS Negl Trop Dis, 2021 Jun;15(6):e0009493.
    PMID: 34185785 DOI: 10.1371/journal.pntd.0009493
    Outdoor Residual Spraying (ORS) technique is a complementary preventive measure for dengue. The alarming number of dengue cases in Malaysia requires an alternative method to control dengue besides the traditional method such as fogging. However, the introduction of new technologies depends on social acceptance. Therefore, this study was important to determine the factors that influence stakeholders' attitudes towards the ORS and the moderating factor. A validated instrument was used to randomly interview 399 respondents representing two stakeholder groups which consist of scientists, and the public in Klang Valley, Malaysia. The findings revealed that the stakeholders claimed to have a high degree of religiosity, a high level of trust in the key players, perceived ORS as having high benefits, and displayed highly positive attitudes towards the ORS. The attitudes model towards the ORS model was developed using the SmartPLS software version. The perceived benefit was endorsed as the most important direct predictor of attitudes towards the ORS (ß = 0.618, P<0.001), followed by trust in the key players (ß = 0.151, P<0.001). It is also interesting to note that religiosity served as a moderator for the association between perceived benefit (ß = 0.075, P = 0.024) and perceived risk (ß = 0.114, P = 0.006) with attitudes towards the ORS. The identified predictor factors of stakeholders' attitudes toward the ORS and the moderating factor can serve as indicators for social acceptance of ORS in developing countries. These indicators can help the policymakers in decision making to implement this technique.
  18. Roziman NSM, Mustafa Din W, Mahadi Z, Islahudin F, Said MM
    BMC Complement Med Ther, 2024 Jul 03;24(1):252.
    PMID: 38961355 DOI: 10.1186/s12906-024-04546-7
    BACKGROUND: The use of finished herbal products (FHPs) among Malaysians today is expanding rapidly leading to a huge market of FHPs in the country. However, the mass production of FHPs in today's market is alarming due to safety-use issues that could lead to serious adverse effects. Nevertheless, demands are still high for FHPs as most consumers perceived it as safe to consume as it is made from natural substances as the active ingredients. This study aims to explore the safe use elements of FHPs identified by two stakeholders: consumers and practitioners in Malaysia and further compare these elements with the current regulations.

    METHODS: As an exploratory study, its approach is to investigate at an in-depth level of understanding of safe use elements from the involved stakeholders: consumers and practitioners. We had a total of 4 focus group discussion sessions (1 FGD session with consumer and 3 FGD sessions with practitioners) as a method of collecting data from the participants. The FGDs were conducted in local native Malaysian and then being translated by researchers without changing their meanings. Thematic analysis was done which involves methodically reading through the verbatim transcripts and consequently segmenting and coding the text into categories that highlight what the participants have discussed.

    RESULTS: From the result, we found that both practitioners and consumers agreed a safe FHP must be in compliance with the guidelines from the Ministry of Health Malaysia (MOH). There are other safe use elements highlighted including halal certification, trusted over-the-counter outlets, and published reports on the safety, efficacy, and quality.

    CONCLUSIONS: In conclusion, both practitioners and consumers agreed that the most important safe-use element is compliance with MOH guidelines, but the depth of discussion regarding the safety elements among these stakeholders holds a very huge gap. Thus, initiatives must be planned to increase the knowledge and understanding about the MOH guidelines towards achieving a sustainable ecosystem in the safe use of FHPs.

  19. Hasim NA, Amin L, Mahadi Z, Yusof NAM, Ngah AC, Yaacob M, et al.
    Sci Eng Ethics, 2020 06;26(3):1797-1825.
    PMID: 32266581 DOI: 10.1007/s11948-020-00214-4
    The Malaysian government recognises the potential contribution of biotechnology to the national economy. However, ongoing controversy persists regarding its ethical status and no specific ethical guidelines have been published relating to its use. In developing such guidelines, it is important to identify the underlying principles that are acceptable to Malaysian society. This paper discusses the process of determining relevant secular and Islamic ethical principles and establishing their similarities before harmonising them. To achieve this, a series of focus group discussions were conducted with 23 knowledge experts representing various stakeholders in the biotechnology community. Notably, several principles between the secular and Islamic perspectives are indirectly or directly similar. All the experts agreed with the predominant six ethical principles of secular and Islamic philosophy and their importance and relevance in modern biotechnology. These are beneficence and non-maleficence as the main or overarching principles, the preservation of religious and moral values, the preservation of the intellect and the mind, the protection of human safety, the protection of future generations, and protection of the environment and biological diversity. Several adjustments were made to the terminologies and definitions of these six principles to formulate acceptable guiding principles for the ethics of modern biotechnology in Malaysia. These can then be adopted as core values to underpin future national guidelines on modern biotechnology ethics. These principles will be particularly important in guiding the policy makers, enforcers, industries and researchers to streamline their activities. In so doing, modern biotechnology and its products can be properly managed without jeopardising the interests of the Muslim community as well as the general public. Importantly, they are expansive and inclusive enough to embrace the religious sensitivity of diverse quarters of Malaysia.
  20. Mustapa MAC, Batcha MFN, Amin L, Arham AF, Mahadi Z, Yusoff NAM, et al.
    J Sci Food Agric, 2021 Oct;101(13):5457-5468.
    PMID: 33709409 DOI: 10.1002/jsfa.11194
    BACKGROUND: Genetically modified (GM) crops have become a controversial global issue since their commercialization in 1996. However, despite technological advancements, only a few studies have investigated farmers' attitudes towards GM crops in Malaysia. Therefore, this study aims to analyse such attitudes and their determining factors. A validated questionnaire was distributed to farmers in the Cameron Highlands, Pahang (n = 176). SPSS software was used to analyse the descriptive statistics of the farmers' attitudes to GM crops, while SmartPLS software was used to determine the predictors.

    RESULTS: Descriptive analysis shows that the farmers claimed to have a high level of self-efficacy, and perceived GM crops as possessing high benefits which translate into a highly positive attitude towards GM crops. However, at the same time, they rated GM crops as involving moderate risks and would incur moderate costs to farm, as well as acknowledging a low level of support from the government. The structural equation model (SEM) analysis demonstrates that five factors have been identified as direct predictors of attitude to GM crops: government support (ß = 0.364, P 

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