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A post hoc power and effect size analysis of micro-enterprise behavior: a construct measurement study of rural asnaf's entrepreneurs (RAE) development in Pahang

This study aims to identify the size of the impact and power required in the study of the behavior of SME entrepreneurs. Particularly it focuses on micro -entrepreneurs in remote areas in Pahang, to bridge the gap of research and look more broadly at the field of study. This study has a twostep appr...

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Main Authors: Rosli, Muhammad Syahrul Deen, Moidin, Shofiyyah, Mohd Arif, Mohd Izzat Amsyar, Adenan, Faezy, Abbas, Mohd Saleh, Ismail, Albert Feisal @ Muhd Feisal, Mohd Noor, Khairunneezam
Format: Article
Language:English
Published: ResearchTrentz Academy Publishing Education Services 2022
Online Access:http://eprints.utem.edu.my/id/eprint/26254/2/A%20POST%20HOC%20POWER%20AND%20EFFECT%20SIZE%20ANALYSIS.PDF
http://eprints.utem.edu.my/id/eprint/26254/
https://www.pnrjournal.com/index.php/home/article/view/4730/5324
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spelling my.utem.eprints.262542023-03-02T16:27:43Z http://eprints.utem.edu.my/id/eprint/26254/ A post hoc power and effect size analysis of micro-enterprise behavior: a construct measurement study of rural asnaf's entrepreneurs (RAE) development in Pahang Rosli, Muhammad Syahrul Deen Moidin, Shofiyyah Mohd Arif, Mohd Izzat Amsyar Adenan, Faezy Abbas, Mohd Saleh Ismail, Albert Feisal @ Muhd Feisal Mohd Noor, Khairunneezam This study aims to identify the size of the impact and power required in the study of the behavior of SME entrepreneurs. Particularly it focuses on micro -entrepreneurs in remote areas in Pahang, to bridge the gap of research and look more broadly at the field of study. This study has a twostep approach, the first is to identify the constructs used by previous researchers in the study of entrepreneurship and training course and conducted a field survey of RAE through random sampling technic. The findings of this study were analyzed with validity and reliability of data values through alpha and R-squared value. After obtaining reliable validity and R-Square values, power analysis (1-β) and effect size (F2) were identified and analyzed with G*Power software. The findings of the study found that the high value of R-square caused sufficient power (1- β = 0.80) to be achieved at the 20th sampling (n = 20). The results of this study also support the findings of Connelly et al (2010) who suggested that power studies on entrepreneurial behavior are higher than expected. However, F2 of this study is lower than that proposed by Connelly et al (2010) for micro and medium enterprises at the rate of F2 = 0.9 only compared to 0.14 - 0.25. This initial study can be a benchmark to the value of impact size and power to subsequent studies in the field of entrepreneurship, however, it has limitations only on rural asnaf entrepreneurs. Further studies can be made of entrepreneurs in other fields, with more universal constructs as well as other theoretical frameworks. ResearchTrentz Academy Publishing Education Services 2022 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/26254/2/A%20POST%20HOC%20POWER%20AND%20EFFECT%20SIZE%20ANALYSIS.PDF Rosli, Muhammad Syahrul Deen and Moidin, Shofiyyah and Mohd Arif, Mohd Izzat Amsyar and Adenan, Faezy and Abbas, Mohd Saleh and Ismail, Albert Feisal @ Muhd Feisal and Mohd Noor, Khairunneezam (2022) A post hoc power and effect size analysis of micro-enterprise behavior: a construct measurement study of rural asnaf's entrepreneurs (RAE) development in Pahang. Journal Of Pharmaceutical Negative Results, 13 (SI 9). pp. 5484-5492. ISSN 0976-9234 https://www.pnrjournal.com/index.php/home/article/view/4730/5324 10.47750/pnr.2022.13.S09.670
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
description This study aims to identify the size of the impact and power required in the study of the behavior of SME entrepreneurs. Particularly it focuses on micro -entrepreneurs in remote areas in Pahang, to bridge the gap of research and look more broadly at the field of study. This study has a twostep approach, the first is to identify the constructs used by previous researchers in the study of entrepreneurship and training course and conducted a field survey of RAE through random sampling technic. The findings of this study were analyzed with validity and reliability of data values through alpha and R-squared value. After obtaining reliable validity and R-Square values, power analysis (1-β) and effect size (F2) were identified and analyzed with G*Power software. The findings of the study found that the high value of R-square caused sufficient power (1- β = 0.80) to be achieved at the 20th sampling (n = 20). The results of this study also support the findings of Connelly et al (2010) who suggested that power studies on entrepreneurial behavior are higher than expected. However, F2 of this study is lower than that proposed by Connelly et al (2010) for micro and medium enterprises at the rate of F2 = 0.9 only compared to 0.14 - 0.25. This initial study can be a benchmark to the value of impact size and power to subsequent studies in the field of entrepreneurship, however, it has limitations only on rural asnaf entrepreneurs. Further studies can be made of entrepreneurs in other fields, with more universal constructs as well as other theoretical frameworks.
format Article
author Rosli, Muhammad Syahrul Deen
Moidin, Shofiyyah
Mohd Arif, Mohd Izzat Amsyar
Adenan, Faezy
Abbas, Mohd Saleh
Ismail, Albert Feisal @ Muhd Feisal
Mohd Noor, Khairunneezam
spellingShingle Rosli, Muhammad Syahrul Deen
Moidin, Shofiyyah
Mohd Arif, Mohd Izzat Amsyar
Adenan, Faezy
Abbas, Mohd Saleh
Ismail, Albert Feisal @ Muhd Feisal
Mohd Noor, Khairunneezam
A post hoc power and effect size analysis of micro-enterprise behavior: a construct measurement study of rural asnaf's entrepreneurs (RAE) development in Pahang
author_facet Rosli, Muhammad Syahrul Deen
Moidin, Shofiyyah
Mohd Arif, Mohd Izzat Amsyar
Adenan, Faezy
Abbas, Mohd Saleh
Ismail, Albert Feisal @ Muhd Feisal
Mohd Noor, Khairunneezam
author_sort Rosli, Muhammad Syahrul Deen
title A post hoc power and effect size analysis of micro-enterprise behavior: a construct measurement study of rural asnaf's entrepreneurs (RAE) development in Pahang
title_short A post hoc power and effect size analysis of micro-enterprise behavior: a construct measurement study of rural asnaf's entrepreneurs (RAE) development in Pahang
title_full A post hoc power and effect size analysis of micro-enterprise behavior: a construct measurement study of rural asnaf's entrepreneurs (RAE) development in Pahang
title_fullStr A post hoc power and effect size analysis of micro-enterprise behavior: a construct measurement study of rural asnaf's entrepreneurs (RAE) development in Pahang
title_full_unstemmed A post hoc power and effect size analysis of micro-enterprise behavior: a construct measurement study of rural asnaf's entrepreneurs (RAE) development in Pahang
title_sort post hoc power and effect size analysis of micro-enterprise behavior: a construct measurement study of rural asnaf's entrepreneurs (rae) development in pahang
publisher ResearchTrentz Academy Publishing Education Services
publishDate 2022
url http://eprints.utem.edu.my/id/eprint/26254/2/A%20POST%20HOC%20POWER%20AND%20EFFECT%20SIZE%20ANALYSIS.PDF
http://eprints.utem.edu.my/id/eprint/26254/
https://www.pnrjournal.com/index.php/home/article/view/4730/5324
_version_ 1759693060197842944
score 13.211869

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