Protocol for data collection on the language of poor students in Malaysia

Poverty is defined as the lack of financial resources to meet basic needs, including insufficient goods, poor physical health, inadequate food and clothing, the absence of proper housing, and the lack of employment that provides a stable income. This deprivation affects the educational development of students from impoverished backgrounds. To identify and analyze data on extremely poor students, a protocol was developed. This protocol is named the Protocol for Data Collection on the Language of Poor Students in Malaysia. It is divided into three main phases and nine steps to facilitate the data collection process. Collecting data from this vulnerable group requires adherence to specific ethical guidelines, which encompass both educational and human ethics. Compliance with these ethical standards ensures a clearer understanding of the data collected. The data gathered is multi-sourced, involving language (oral and written), economics (income, etc.), social factors (gender, etc.), and geography (location). All these elements contribute to achieving SDG 4 (Quality Education) and support SDG 1 (No Poverty). Overall, this methodology: A protocol was designed to collect language data from extremely poor students in Malaysia. The data collection process adheres to specific ethical guidelines, including educational and human ethics, to ensure the respectful and responsible gathering of sensitive data from vulnerable groups. The collected data includes various sources such as language (oral and written), socioeconomic factors (income), social factors (gender), and geographical location, allowing for a comprehensive analysis of the factors influencing extreme poverty in educational contexts.

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Publication Details

Journal
MethodsX
Published
2025-09-12
DOI
https://doi.org/10.1016/j.mex.2025.103616
Primary Topic
Speech and dialogue systems
Type
article
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0.00
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article

Protocol for data collection on the language of poor students in Malaysia

Muhammad Hammad Nadeem Tahir, Mazura Mastura Muhammad, Darwalis Sazan, Md Zahril Nizam Md Yusoff et al.
MethodsX
Speech and dialogue systems
article

Protocol for data collection on the language of poor students in Malaysia

Muhammad Hammad Nadeem Tahir, Mazura Mastura Muhammad, Darwalis Sazan, Md Zahril Nizam Md Yusoff, Muhamad Fadzllah Zaini, Sarani Zakaria, Dahlia Janan, Nurshafawati Ahmad Sani, Norliza Jamaluddin, Habibah Ismail, Wan Athirah Adilah Wan Halim, Nur Farahkhanna Mohd Rusli
article en

Abstract

Poverty is defined as the lack of financial resources to meet basic needs, including insufficient goods, poor physical health, inadequate food and clothing, the absence of proper housing, and the lack of employment that provides a stable income. This deprivation affects the educational development of students from impoverished backgrounds. To identify and analyze data on extremely poor students, a protocol was developed. This protocol is named the Protocol for Data Collection on the Language of Poor Students in Malaysia. It is divided into three main phases and nine steps to facilitate the data collection process. Collecting data from this vulnerable group requires adherence to specific ethical guidelines, which encompass both educational and human ethics. Compliance with these ethical standards ensures a clearer understanding of the data collected. The data gathered is multi-sourced, involving language (oral and written), economics (income, etc.), social factors (gender, etc.), and geography (location). All these elements contribute to achieving SDG 4 (Quality Education) and support SDG 1 (No Poverty). Overall, this methodology: A protocol was designed to collect language data from extremely poor students in Malaysia. The data collection process adheres to specific ethical guidelines, including educational and human ethics, to ensure the respectful and responsible gathering of sensitive data from vulnerable groups. The collected data includes various sources such as language (oral and written), socioeconomic factors (income), social factors (gender), and geographical location, allowing for a comprehensive analysis of the factors influencing extreme poverty in educational contexts.

MethodsXVol. 15
Universiti Malaysia Pahang Al-Sultan Abdullah (MY), Universiti Sains Islam Malaysia (MY), Universiti Sains Malaysia (MY), Sultan Idris Education University (MY), Sultan Zainal Abidin University (MY)
Openalex Percentile: Top 85%
Speech and dialogue systems
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