Modelling Well-Being with Mindfulness Intervention on Bottom- and Middle-40% Income Earners in Malaysia
Abstract
:1. Introduction
2. Materials and Methods
2.1. Literature
2.2. Hypotheses
2.3. Participants
2.4. Interventions
2.5. Measurements
2.6. Statistical Analysis
3. Results
3.1. Wilcoxon Signed-Rank Test
3.2. Structural Model Using PLS-SEM
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Appendix B
- I tend to be influenced by people with strong opinions.
- I have confidence in my own opinions, even if they are different from the way most other people think.
- I judge myself by what I think is important, not by the values of what others think is important.
- The demands of everyday life often get me down.
- In general, I feel I am in charge of the situation in which I live.
- I am good at managing the responsibilities of daily life.
- For me, life has been a continuous process of learning, changing, and growth.
- I think it is important to have new experiences that challenge how I think about myself and the world.
- I gave up trying to make big improvements or changes in my life a long time ago.
- Maintaining close relationships has been difficult and frustrating for me.
- People would describe me as a giving person, willing to share my time with others.
- I have not experienced many warm and trusting relationships with others.
- Some people wander aimlessly through life, but I am not one of them.
- I live life one day at a time and don’t really think about the future.
- I sometimes feel as if I’ve done all there is to do in life.
- I like most parts of my personality.
- When I look at the story of my life, I am pleased with how things have turned out so far.
- In many ways I feel disappointed about my achievements in life.
Appendix C
- I tend to be influenced by people with strong opinions.
- The demands of everyday life often get me down.
- I gave up trying to make big improvements or changes in my life a long time ago.
- People would describe me as a giving person, willing to share my time with others.
- Some people wander aimlessly through life, but I am not one of them.
- I live life one day at a time and don’t really think about the future.
- I sometimes feel as if I’ve done all there is to do in life.
- In many ways I feel disappointed about my achievements in life.
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Session No. (Week)/Date | Module | Content | Practice |
---|---|---|---|
1 22 May 2021 | Resilience and Stress Recovery |
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2 29 May 2021 | Resilience and Stress Recovery |
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3 5 June 2021 | Mental Energy and High Performance |
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4 12 June 2021 | Mental Energy and High Performance |
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|
Baseline Characteristics | Intervention Group | Control Group | p |
---|---|---|---|
M (SD) or % | n = 95 | n = 31 | |
Demographics | |||
Gender | 0.863 | ||
Female | 68 (71.58) | 28 (90.3) | |
Male | 27 (28.42) | 3 (9.70) | |
Age | 0.076 | ||
18–25 years old | 42 (44.21) | 28 (90.3) | |
26–35 years old | 19 (20.00) | 3 (9.70) | |
36–45 years old | 24 (25.26) | - | |
46–60 years old | 10 (10.53) | - | |
State | 0.919 | ||
Johor | 5 (5.26) | 3 (9.70) | |
Kedah | - | 1 (3.20) | |
Kelantan | - | 1 (3.20) | |
Kuala Lumpur | 9 (9.47) | 6 (19.40) | |
Malacca | 13 (13.68) | - | |
Negeri Sembilan | 5 (5.26) | - | |
Pahang | 1 (1.05) | - | |
Penang | 2 (2.11) | 1 (3.20) | |
Perak | 9 (9.47) | 10 (32.30) | |
Putrajaya | 2 (2.11) | 1 (3.20) | |
Selangor | 47 (49.47) | 7 (22.60) | |
Terengganu | 2 (2.11) | 1 (3.20) | |
Residential Area | 0.222 | ||
Rural | 3 (3.20) | 4 (12.900) | |
Suburban | 31 (32.6) | 13 (41.90) | |
Urban | 61 (64.21) | 14 (45.2) | |
Highest Level of Education | 0.255 | ||
Bachelor’s degree/professional degree | 57 (60) | 21 (67.70) | |
Foundation level | - | 1 (3.20) | |
Master’s degree | 19 (20) | 1 (3.20) | |
PhD | 7 (7.37) | - | |
Professional certificate | 1 (1.05) | - | |
Sijil Kemahiran Malaysia | 1 (1.05) | - | |
SPM/O Level Equivalent | 6 (6.32) | 1 (3.20) | |
STPM/Diploma/A Level Equivalent | 4 (4.21) | 7 (22.60) | |
Employment Status | 0.897 | ||
Government sector | 5 (5.26) | 2 (6.5) | |
Nonemployed | 3 (3.16) | 3 (9.7) | |
Private sector | 77 (81.05) | 12 (38.7) | |
Self-employed | - | 4 (12.9) | |
Student/still studying | 10 (10.53) | 10 (32.3) | |
Self-Income | |||
Between MYR 4850 and MYR 10,959 (M40) | 27 (28.42) | - | |
Less than MYR 4849 (B40) | 68 (71.58) | 31 (100) | |
Mindfulness | |||
Attention and awareness (MAAS) | 4.01 (1.05) | 3.77 (0.95) | 0.201 |
Subjective Well-Being | |||
(i) Life satisfaction (SWLS) | 4.02 (1.38) | 3.76 (1.60) | 0.403 |
(ii) Positive affect (I-PANAS-SF) | 3.47 (0.79) | 3.32 (0.71) | 0.361 |
(iii) Negative affect (I-PANAS-SF) | 2.42 (1.01) | 2.64 (0.98) | 0.371 |
Psychological Well-Being (Ryff’s PWBS) | |||
(i) Autonomy | 4.69 (1.50) | 5.27 (1.32) | 0.048 |
(ii) Environmental mastery | 4.96 (1.24) | 5.29 (1.14) | 0.171 |
(iii) Personal growth | 6.07 (1.07) | 6.31 (0.93) | 0.333 |
(iv) Positive relation | 4.24 (1.64) | 4.00 (1.60) | 0.524 |
(v) Self-acceptance | 5.01 (1.36) | 5.15 (1.39) | 0.551 |
Perceived Stress (PSS) | 2.05 (0.61) | 2.11 (0.46) | 0.621 |
Financial Desire Discrepancies (Brown’s FDD) | |||
(i) Desire discrepancies | 4.38 (1.44) | 4.60 (1.05) | 0.501 |
(ii) Social desire discrepancy | 3.97 (1.46) | 4.19 (1.18) | 0.274 |
(iii) Comparison desire discrepancy | 3.24 (1.36) | 3.69 (1.23) | 0.086 |
Variables | No. of Items | Cronbach’s Alpha | |
---|---|---|---|
Pre-Assessment | Post-Assessment | ||
1. Mindfulness (MAAS) | 15 | 0.942 | 0.940 |
2. Subjective Well-Being | |||
(i) Life satisfaction (SWLS) | 5 | 0.879 | 0.880 |
(ii) Positive affect (I-PANAS-SF) | 5 | 0.866 | 0.849 |
(iii) Negative affect (I-PANAS-SF) | 5 | 0.882 | 0.894 |
3. Psychological Well-Being (Ryff’s PWBS) | |||
(i) Autonomy | 2 | 0.749 | 0.704 |
(ii) Environmental mastery | 2 | 0.695 | 0.736 |
(iii) Personal growth | 2 | 0.799 | 0.883 |
(iv) Positive relation | 2 | 0.670 | 0.675 |
(v) Self-acceptance | 2 | 0.738 | 0.785 |
4. Perceived Stress (PSS) | 10 | 0.799 | 0.831 |
5. Financial Desire Discrepancies (Brown’s FDD) | |||
(i) Desire discrepancy | 2 | 0.806 | 0.725 |
(ii) Social desire discrepancy | 2 | 0.819 | 0.809 |
(iii) Comparison desire discrepancy | 2 | 0.829 | 0.755 |
Construct | Intervention Group (n = 95) | Control Group (n = 31) | ||||
---|---|---|---|---|---|---|
Pre-Assessment | Post-Assessment | p-Value | Pre-Assessment | Post-Assessment | p-Value | |
Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | |||
Subjective Well-Being | ||||||
(i) Life satisfaction (SWLS) | 4.02 (1.38) | 4.36 (1.28) | 0.006 | 3.77 (1.60) | 4.04 (1.42) | 0.361 |
(ii) Positive affect (I-PANAS-SF) | 3.47 (0.79) | 3.70 (0.74) | 0.004 | 3.33 (0.71) | 3.50 (0.80) | 0.148 |
(iii) Negative affect (I-PANAS-SF) | 2.42 (1.01) | 2.41 (1.03) | 0.456 | 2.64 (0.98) | 2.90 (0.82) | 0.151 |
Psychological Well-Being (Ryff’s PWBS) | ||||||
(i) Autonomy | 4.68 (1.50) | 5.10 (1.40) | 0.012 | 5.28 (1.33) | 4.84 (1.23) | 0.060 |
(ii) Environmental mastery | 4.96 (1.24) | 5.17 (1.29) | 0.038 | 5.3 (1.14) | 5.04 (1.09) | 0.293 |
(iii) Personal growth | 6.07 (1.07) | 6.26 (0.75) | 0.089 | 6.31 (0.93) | 5.97 (1.08) | 0.206 |
(iv) Positive relation | 4.24 (1.64) | 4.59 (1.64) | 0.019 | 4 (1.60) | 4.13 (1.63) | 0.654 |
(v) Self-acceptance | 5.01 (1.36) | 5.56 (0.96) | 0 | 5.15 (1.40) | 5.07 (1.12) | 0.877 |
Perceived Stress (PSS) | 2.05 (0.61) | 1.93 (0.64) | 0.031 | 2.11 (0.46) | 2.04 (0.55) | 0.361 |
Financial Desire Discrepancies (Brown’s FDD) | ||||||
(i) Desire discrepancies | 4.38 (1.44) | 3.94 (1.30) | 0.001 | 4.6 (1.05) | 4.17 (1.27) | 0.116 |
(ii) Social desire discrepancy | 3.97 (1.46) | 3.77 (1.37) | 0.097 | 4.2 (1.19) | 4.13 (1.28) | 0.565 |
(iii) Comparison desire discrepancy | 3.24 (1.36) | 3.24 (1.31) | 0.467 | 3.7 (1.23) | 3.57 (1.23) | 0.528 |
Items | Intervention Group (n = 95) | Control Group (n = 31) | ||
---|---|---|---|---|
Pre-Assessment | Post-Assessment | Pre-Assessment | Post-Assessment | |
Mean (Std Dev) | Mean (Std Dev) | Mean (Std Dev) | Mean (Std Dev) | |
1. Mindfulness | ||||
(i) Attention and awareness (MAAS) | 4.01 (1.05) | 4.14 (0.99) | 3.77 (0.95) | 3.59 (0.96) |
2. Subjective Well-Being | ||||
(i) Life satisfaction (SWLS) | 4.02 (1.38) | 4.36 (1.28) | 3.76 (1.60) | 4.04 (1.41) |
(ii) Positive affect (I-PANAS-SF) | 3.47 (0.79) | 3.70 (0.74) | 3.32 (0.71) | 3.50 (0.80) |
(iii) Negative affect (I-PANAS-SF) | 2.42 (1.01) | 2.41 (1.03) | 2.64 (0.98) | 2.90 (0.82) |
3. Psychological Well-Being (Ryff’s PWBS) | ||||
(i) Autonomy | 4.69 (1.50) | 5.10 (1.40) | 5.27 (1.32) | 4.84 (1.22) |
(ii) Environmental mastery | 4.96 (1.24) | 5.17 (1.29) | 5.29 (1.14) | 5.03 (1.09) |
(iii) Personal growth | 6.07 (1.07) | 6.26 (0.75) | 6.31 (0.93) | 5.97 (1.08) |
(iv) Positive relation | 4.24 (1.64) | 4.59 (1.64) | 4.00 (1.60) | 4.13 (1.62) |
(v) Self-acceptance | 5.01 (1.36) | 5.56 (0.96) | 5.15 (1.39) | 5.07 (1.12) |
4. Perceived Stress (PSS) | 2.05 (0.61) | 1.93 (0.64) | 2.11 (0.46) | 2.04 (0.55) |
5. Financial Desire Discrepancies (Brown’s FDD) | ||||
(i) Desire discrepancy | 4.38 (1.44) | 3.94 (1.30) | 4.60 (1.05) | 4.16 (1.26) |
(ii) Social desire discrepancy | 3.97 (1.46) | 3.77 (1.37) | 4.19 (1.18) | 4.13 (1.28) |
(iii) Comparison desire discrepancy | 3.24 (1.36) | 3.24 (1.31) | 3.69 (1.23) | 3.57 (1.23) |
Construct | Composite Reliability | Average Variance Extracted |
---|---|---|
Financial desire discrepancies | 0.932 | 0.820 |
Subjective well-being | 0.950 | 0.864 |
Mindfulness | 0.935 | 0.673 |
Perceived stress | 0.945 | 0.813 |
Psychological well-being | 0.875 | 0.701 |
Hypothesis | Relationship | Std Beta | t-Values | p-Values |
---|---|---|---|---|
H1 | Mindfulness -> Subjective Well-Being | 0.162 | 1.348 | 0.089 |
H2 | Mindfulness -> Psychological Well-Being | 0.146 | 1.259 | 0.104 |
H3 | Mindfulness -> Perceived Stress -> Subjective Well-Being | 0.152 | 2.718 | 0.003 |
H4 | Mindfulness -> Perceived Stress -> Psychological Well-Being | 0.202 | 2.675 | 0.004 |
H5 | Mindfulness -> Financial Desire Discrepancies -> Subjective Well-Being | 0.035 | 0.738 | 0.230 |
H6 | Mindfulness -> Financial Desire Discrepancies -> Psychological Well-Being | 0.028 | 0.696 | 0.243 |
Items | PLS RMSE | LM RMSE | PLS-LM |
---|---|---|---|
Subjective Well-Being | |||
Ideal life | 1.548 | 1.623 | −0.075 |
Satisfied with life | 1.422 | 1.526 | −0.104 |
Excellent life | 1.365 | 1.490 | −0.125 |
Psychological Well-Being | |||
Like own personality | 0.969 | 0.978 | −0.009 |
Pleased with how things turned out so far | 1.055 | 1.054 | 0.001 |
Confident with own opinion | 1.496 | 1.568 | −0.072 |
Perceived Stress | |||
Nervous and stress | 0.963 | 0.996 | −0.043 |
Upset | 0.961 | 0.987 | −0.026 |
Unable to control things | 0.991 | 1.050 | −0.059 |
Felt difficulties | 1.032 | 1.091 | −0.059 |
Financial Desire Discrepancies | |||
What I have now vs. what I had 3 years ago | 1.586 | 1.672 | −0.086 |
What I have vs. what other people have | 1.580 | 1.678 | −0.098 |
What I have vs. what I want | 1.662 | 1.746 | −0.084 |
Hypothesis | Relationship | Wilcoxon Signed-Rank Test | PLS-SEM | Results |
---|---|---|---|---|
p-Value | p-Value | |||
H1 | Mindfulness -> Subjective Well-Being | 0.006 | 0.089 | Supported |
H2 | Mindfulness -> Psychological Well-Being | 0.000 | 0.104 | Supported |
H3 | Mindfulness -> Perceived Stress -> Subjective Well-Being | n/a | 0.003 | Supported |
H4 | Mindfulness -> Perceived Stress -> Psychological Well-Being | n/a | 0.004 | Supported |
H5 | Mindfulness -> Financial Desire Discrepancies -> Subjective Well-Being | n/a | 0.230 | Not Supported |
H6 | Mindfulness -> Financial Desire Discrepancies -> Psychological Well-Being | n/a | 0.243 | Not Supported |
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Zaidi, F.Z.; Lai, M.-M.; Jumaat, A.; Lee, Y. Modelling Well-Being with Mindfulness Intervention on Bottom- and Middle-40% Income Earners in Malaysia. Int. J. Environ. Res. Public Health 2023, 20, 3480. https://doi.org/10.3390/ijerph20043480
Zaidi FZ, Lai M-M, Jumaat A, Lee Y. Modelling Well-Being with Mindfulness Intervention on Bottom- and Middle-40% Income Earners in Malaysia. International Journal of Environmental Research and Public Health. 2023; 20(4):3480. https://doi.org/10.3390/ijerph20043480
Chicago/Turabian StyleZaidi, Fatin Zaida, Ming-Ming Lai, Anisah Jumaat, and Yvonne Lee. 2023. "Modelling Well-Being with Mindfulness Intervention on Bottom- and Middle-40% Income Earners in Malaysia" International Journal of Environmental Research and Public Health 20, no. 4: 3480. https://doi.org/10.3390/ijerph20043480
APA StyleZaidi, F. Z., Lai, M. -M., Jumaat, A., & Lee, Y. (2023). Modelling Well-Being with Mindfulness Intervention on Bottom- and Middle-40% Income Earners in Malaysia. International Journal of Environmental Research and Public Health, 20(4), 3480. https://doi.org/10.3390/ijerph20043480