CFA of Malay Transtheoretical Model of Physical Activity in Kids

| Posted in: Science Health Sciences

Journal name: The Malaysian Journal of Medical Sciences
Original article title: Confirmatory Factor Analysis of the Malay-Language Transtheoretical Model of Physical Activity among Malaysian Primary School Children
The Malaysian Journal of Medical Sciences (MJMS) is a peer-reviewed, open-access journal published online at least six times a year. It covers all aspects of medical sciences and prioritizes high-quality research.
This page presents a generated summary with additional references; See source (below) for actual content.

Original source:

This page is merely a summary which is automatically generated hence you should visit the source to read the original article which includes the author, publication date, notes and references.

Author:

Hussein Rizal, Mawar Siti Hajar, Yee Cheng Kueh, Ayu Suzailiana Muhamad, Garry Kuan


The Malaysian Journal of Medical Sciences:

(A peer-reviewed, open-access journal)

Full text available for: Confirmatory Factor Analysis of the Malay-Language Transtheoretical Model of Physical Activity among Malaysian Primary School Children

Year: 2019 | Doi: 10.21315/mjms2019.26.2.11

Copyright (license): CC BY 4.0


Download the PDF file of the original publication


Summary of article contents:

Introduction

The transtheoretical model (TTM) provides a framework for understanding intentional behavior change through stages of change, processes of change, decisional balance, and self-efficacy. This study focused on validating TTM questionnaires for physical activity in Malaysian children by utilizing confirmatory factor analysis. Notably, the context of physical activity in Malaysia reveals a concerning trend of low engagement among children and adults, underlining the need for effective interventions rooted in theory.

The Role of Processes of Change

One significant component of the TTM is the "processes of change," which categorize the strategies individuals use to facilitate behavior modification. These processes are divided into cognitive and behavioral strategies. The study highlighted how the relevance of these processes may differ in children compared to adults, showing that certain factors, like "dramatic relief" and "environmental re-evaluation," did not resonate with younger participants. Hence, some items associated with these processes were removed to enhance the model's fit for the target demographic. This adjustment underscores the necessity of tailoring theoretical frameworks to fit the unique motivational drivers of children when encouraging physical activity.

Conclusion

The findings from the study confirmed the validity and reliability of the Malay version of TTM questionnaires for primary school children, ultimately resulting in a concise instrument containing a mix of the constructs. The final version retained 47 out of 58 items across constructs of processes of change, decisional balance, and self-efficacy. This study paves the way for using the TTM to promote physical activities among children in Malaysia, suggesting further research be conducted to refine and adapt the questionnaires as necessary to suit different age groups and contexts.

FAQ section (important questions/answers):

What is the purpose of the transtheoretical model (TTM)?

The TTM is a model for intentional change in health behaviors. It includes stages of change, processes of change, decisional balance, and self-efficacy, aiming to assess and facilitate individual progress in adopting healthier behaviors, such as increased physical activity.

How was the TTM questionnaire adapted for Malaysian children?

The original TTM questionnaire was translated into Malay through forward and backward translation. Local cultural adaptations were made to ensure understandability and relevance for primary school children, considering their vocabulary and context.

What were the findings regarding the final TTM questionnaire?

The final TTM questionnaire for Malay primary school children included 24 items for processes of change, 13 items for self-efficacy, and 10 items for decisional balance. The study demonstrated the questionnaire's validity and reliability through confirmatory factor analysis.

What challenges were faced in this study on TTM?

The study faced challenges with participant attention and understanding due to the lengthy questionnaires. Younger children may not relate to some items, indicating a need for further adaptation and simplification for future studies targeting this age group.

Glossary definitions and references:

Scientific and Ayurvedic Glossary list for “CFA of Malay Transtheoretical Model of Physical Activity in Kids”. This list explains important keywords that occur in this article and links it to the glossary for a better understanding of that concept in the context of Ayurveda and other topics.

1) Activity:
Activity refers to any form of bodily movement that results in energy expenditure. Engaging in physical activity is crucial for overall health and well-being, particularly in children, to combat sedentary behaviors and improve fitness levels. The study emphasizes the importance of promoting active lifestyles among Malaysian children.

2) Table:
Tables in research provide a structured way to present data and findings, allowing for easier comparison and analysis. In this study, tables summarize demographic information and results regarding stages of change, processes of change, and participant characteristics, facilitating understanding of the study's implications on physical activity in children.

3) Study (Studying):
Studying refers to the academic pursuit of knowledge. In this context, studying the behavior patterns of children regarding physical activity gives researchers valuable insights into effective intervention design aimed at improving health outcomes across various demographics among the Malaysian youth population.

4) Reliability:
Reliability in research indicates the consistency and stability of measurements across time, contexts, and individuals. It is crucial for ensuring that research findings are accurate and reproducible. The study assessed the reliability of the TTM questionnaires among children, attempting to establish trust in the measurements acquired.

5) Measurement:
Measurement refers to the process of obtaining quantifiable data to assess variables or constructs accurately. In this study, measurement involved utilizing questionnaires to gauge constructs like processes of change, decisional balance, and self-efficacy related to physical activity among children, which are key components of the Transtheoretical Model.

6) Hair:
Hair refers to an individual's or a specific group's hairstyle or type, but in the context of this study, it is likely a reference to the authors Hair, Hult, Ringle, and Sarstedt, who provide foundational recommendations regarding measurement and structural equation modeling, which guided the statistical analysis in this research.

7) Education:
Education pertains to the process of facilitating learning and acquiring skills or knowledge, particularly in a structured environment. The study highlights the role of education in promoting awareness of physical activity and health benefits among children, focusing on schools as pivotal sites for nurturing active lifestyles.

8) Composite:
Composite in research refers to a measure or statistic derived from several indicators or items that collectively represent a construct. In this study, composite reliability was evaluated for the TTM measures to ascertain the internal consistency of the assessed constructs, which is vital for validating the questionnaires used with children.

9) Language:
Language is the medium of communication and expression among individuals. In this study, the importance of language is highlighted through the translation of the TTM questionnaires into the Malay language, ensuring cultural relevance and understanding, thus facilitating effective communication with Malay-speaking primary school children.

10) Knowledge:
Knowledge refers to the understanding or awareness gained through experience, education, and information. This study emphasizes the necessity of understanding the constructs within the Transtheoretical Model to influence children's physical activity behaviors effectively. Knowledge generation through research can lead to better interventions targeting increased activity levels among youth.

11) Rules:
Rules provide guidelines or norms that dictate expected behavior in specific contexts. In the context of this study, rules may refer to the established standards for physical activity recommendations, behavioral expectations within educational settings, or guidelines followed during the ethical conduct of the research, particularly regarding children's participation.

12) Raising:
Raising signifies the act of increasing or elevating. In the context of physical activity, it can refer to raising awareness about the importance of movement and exercise among children. Strategies to raise consciousness about the need for physical activity can play a crucial role in behavioral change interventions.

13) Seri (Sheri):
Seri is a term that may refer to a name or a specific place in Malaysia. In this study, it underscores the context of the schools involved, particularly Sekolah Kebangsaan Seri Kota, where the study was conducted. It signals that the sample is representative of the local population's perceptions.

14) Male:
Male refers to the gender classification generally associated with biological and traditional roles. This study mentions males as one of the participant demographics, contributing to understanding gender differences in physical activity behaviors, self-efficacy, and other psychosocial factors that may influence children's engagement in physical activity.

15) Perception:
Perception is the process by which individuals interpret and make sense of sensory information. In this study, the perception of physical activity processes, benefits, and self-efficacy greatly influences children's behaviors. Understanding these perceptions is crucial for tailoring interventions that address barriers and motivations for engaging in physical activity.

16) Depression:
Depression is a mental health condition characterized by persistent feelings of sadness and loss of interest. The study highlights the importance of physical activity in reducing depression risk among children by enhancing mood and psychosocial well-being, indicating the need for effective strategies to encourage active behaviors in youth.

17) Family:
Family represents the primary social unit that can significantly influence children's behaviors and lifestyle choices. In this study, the role of family in supporting physical activity among children is essential, as parental encouragement and involvement can enhance children's likelihood of engaging in regular exercise.

18) Bharu:
Bharu refers to a location in Malaysia, specifically Kota Bharu, where one of the schools involved in the study is located. This geographical context provides insight into the cultural and societal dynamics influencing the physical activity behaviors of children within that specific region of Malaysia.

19) Kota:
Kota, meaning 'city' or 'town' in Malay, provides contextual relevance to the location of the schools selected for the study. Understanding the urban environment can help understand how access to recreational spaces and facilities impacts the physical activity levels of children residing in the city.

20) Jani:
In the context provided, Jani likely represents an individual's name involved in the research. However, it can also signify cultural implications or relevance in a Malaysian context. Recognizing the local context and names can establish a connection with the target population involved in the study.

21) Pur:
Poor refers to a condition of inadequacy, whether concerning quality, status, or effectiveness. In this study, it may relate to the observed low reliability scores of the TTM constructs when applied to children. This indicates a need to improve and adapt measurement tools for better accuracy and relevance.

22) Disease:
Disease refers to a pathological condition that disrupts normal bodily function. In the study, it connects to the discussion on physical activity's role in reducing risks associated with chronic diseases such as obesity and diabetes, highlighting the health implications of encouraging an active lifestyle among children.

23) Science (Scientific):
Science represents the systematic study of the natural world through observation and experimentation. In the context of this study, it underscores the basis of evidence-based interventions aimed at promoting physical activity by applying behavioral theories like the Transtheoretical Model within the field of public health.

24) Mahmud:
Mahmud is likely a personal name relevant to the study. It may refer to one of the researchers or authors involved in the study. Recognizing individuals contributing to research provides acknowledgment of their efforts and expertise in exploring the complexities of physical activity behaviors in children.

25) Tiger:
Tiger does not directly relate to the study but could symbolize strength and agility. In Malaysian culture, the tiger holds significant importance, and using such symbols can appeal to young individuals. This might be leveraged in campaign themes to inspire enthusiasm for physical activity within children.

26) Prud:
Prud may refer to an abbreviation or form of another name within the context of the study. Though its direct relevance is unclear, acknowledging all contributors by name can enhance the sense of community and accountability in research, emphasizing teamwork in achieving study objectives.

27) Sage:
Sage often signifies wisdom and knowledge. In the context of the study, it could refer to the name of a publishing house or organization that provides foundational texts or research materials that inform and guide existing knowledge on physical activity behaviors and health interventions.

28) Sign:
Sign denotes a meaningful marker or indication. In research, signs can refer to the presence of indicators that suggest specific outcomes. In the study, signs of effective measures or changes in physical activity behaviors can help gauge the success of interventions based on theoretical models.

29) Fish:
Fish may symbolize various attributes like adaptability or the need for care in the aquatic environment. However, in research, it could serve as a metaphor for exploring deeper dynamics in behavioral changes, particularly related to gaining insight into active lifestyles required in physical activity studies.

30) Young women (Young woman):
Young women refers to a demographic that represents a critical population targeted by health interventions. In the context of physical activity, understanding the motivations and barriers faced by young women in engaging with exercise is vital to tailor initiatives that encourage their participation and well-being.

31) Discussion:
Discussion in research provides a platform to interpret findings, explore implications, and propose future directions. The discussion in this study evaluates the validity of the TTM questionnaires while shedding light on variations in perception and engagement with physical activity among different demographic groups.

32) Collecting:
Collecting signifies the act of gathering information or data. In research, this is vital for acquiring a comprehensive understanding of the context and variables at play. The study emphasizes the systematic collection of participant responses to validate the translated TTM questionnaires effectively.

33) Medicine:
Medicine encompasses the science of diagnosing, treating, and preventing illness. In the context of this study, medicine is deeply connected to physical activity and health promotion, highlighting the role that lifestyle choices have on the prevention and management of diseases among children.

34) Relative:
Relative generally indicates a comparison or relationship between variables. In this study, examining relative factors may pertain to assessing how physical activity correlates with psychosocial constructs, providing insights into how various elements affect children's willingness and ability to engage in physical activity.

35) Cancer:
Cancer comprises a group of diseases characterized by uncontrolled cell growth. The study relates cancer to the importance of physical activity in preventing lifestyle-related diseases, emphasizing the necessity of promoting active living among children to lower the risk of developing such conditions later in life.

36) Reason:
Reason refers to the justification or rationale behind specific actions or beliefs. In this study, understanding the reasons why children engage in or avoid physical activity is essential for developing effective educational and intervention strategies that encourage healthier lifestyles among primary school pupils.

37) Carin (Cari):
Saari is a surname that might represent one of the contributors or researchers involved in the study. Acknowledging each researcher promotes collaboration, highlighting that successful research often relies not just on the findings but on the contributions of diverse individuals in a team effort.

38) Gold (Golden):
Gold often represents a standard of excellence or high value. In research contexts, it might symbolize best practices or benchmarks. The study may draw from prior gold-standard research principles to ensure that the methods used in validating the TTM questionnaires are reliable and effective.

39) Post:
Post typically denotes a position or point following an event. In research, the post-phase may refer to follow-up actions taken after initial data collection, such as analyzing results and sharing findings, which is key for advancing knowledge and application within the respective field.

40) Pir:
Peer refers to individuals of similar age, status, or experience. In the context of this study, peer relationships and support can influence children's participation in physical activities, emphasizing the role that social connections play in motivating young individuals to engage in exercise.

Other Health Sciences Concepts:

[back to top]

Discover the significance of concepts within the article: ‘CFA of Malay Transtheoretical Model of Physical Activity in Kids’. Further sources in the context of Health Sciences might help you critically compare this page with similair documents:

Malay, Child, Reliability, Validity, Physical activity, Final result, External validity, Cognitive processes, Internal feeling, Temporal dimension, Residual, Primary school, Local culture, Malay version, Malay language, Study population, Smoking cessation, Cronbach's alpha, Stress Management, Research design, Self efficacy, Systematic Review, Physical Inactivity, Reliability measures, Content validity, PubMed, Google Scholar, Construct validity, School children, Study results, Physical activity program, Physical activity level, Correlation, Screen time, Health behaviour, School-aged children, Energy expenditure, Internal Consistency, Cut-off point, Behavioral processes, Cognitive strategies, Physical education, Low Physical Activity, Primary school children, Questionnaire, Exercise self-efficacy, Health benefit, Sedentary behavior, Health behavior change, Final version, Sedentary activities, Internal consistency reliability, Criterion validity, Internal reliability, Physical activity participation, Confirmatory factor analysis, Factor loading, Behavior change, Composite reliability, Item loading, Fit indices, Transtheoretical model, Stages of change, Behavioral strategies, Sedentary behaviour, Latent variable, Competing demand, CrossRef, Measurement model, Exercise behavior, Asia Pac J Clin Nutr, Physical activity and, Physical activity among, Final model, Good fit, Model fit, Good reliability, Original version, Physical activity behaviour, Problem behavior, Item, Health Psychol, Int J Behav Nutr Phys Act, School-going adolescents, Physical activity pattern, J Consult Clin Psychol, Am J Health Promot, Am Psychol, Int J Environ Res Public Health, Res Nurs Health, Int J Nurs Stud, Psychol Rep, School students, Model, Behavioural strategies, Self-efficacy construct, Healthy behaviour change, Test re-test, Good validity, Reliability scores, Study results showed.

Let's grow together!

I humbly request your help to keep doing what I do best: provide the world with unbiased sources, definitions and images. Your donation direclty influences the quality and quantity of knowledge, wisdom and spiritual insight the world is exposed to.

Let's make the world a better place together!

Like what you read? Help to become even better: