| Literature DB >> 35162560 |
Md Mazharul Islam1, Majed Alharthi1.
Abstract
The COVID-19 pandemic has affected every stratum of the population and all categories of households to varying degrees. The impact of the pandemic on the quality of life (QoL) of populations is complex and can vary by region, socio-economic status, and other demographic factors. The main purpose of this study was to empirically examine the effects of pandemic trauma on the QoL of households in Saudi Arabia. Primary data from 506 households in different regions were collected through online surveys and estimated using descriptive statistics, analysis of variance (ANOVA), statistical regression techniques, and ordered Probit analysis. It was found that the QoL of Saudi households dropped significantly due to the COVID-19 crisis. Demographically, there were significant differences in the impact of COVID-19 on QoL. Low-income households, large households, male-led households, urban households, households living in the central and western regions, households with head unemployment or low educational attainment, and households with elderly head reported greater QoL declines. The findings emphasize the significance of generating on-the-ground survey data to track the well-being of households during the crisis to accumulate the information required to construct evidence-based policy responses. This study makes a significant contribution to the literature on the impact of COVID-19 by providing additional evidence of the pandemic's impact at the household level. The study paints a grim picture of the effects of COVID-19, as it was carried out at a time when the coronavirus was spreading, millions were dying or fighting it in healthcare centers, and lockdowns were imposed throughout the world.Entities:
Keywords: COVID-19; Saudi Arabia; quality of life; socio-economic and demographic group
Mesh:
Year: 2022 PMID: 35162560 PMCID: PMC8835156 DOI: 10.3390/ijerph19031538
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Transmission of the impact on QoL by COVID-19 at the micro-economic/household level.
Results for Principal Components Analysis, reliability, and internal consistency, and descriptive statistical values of the COV19-QoL scale.
| Items and Scale | Loadings | Mean | SD | Cronbach’s Alpha | Average (AVE) | (r2)2 |
|---|---|---|---|---|---|---|
| Quality of life scale (QoL) |
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|
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| My mental health has deteriorated. | 0.701 | 4.25 | 0.957 | |||
| I feel more depressed than before. | 0.698 | 4.29 | 0.876 | |||
| I feel more tense than before. | 0.690 | 4.27 | 0.886 | |||
| My physical health has deteriorated. | 0.660 | 4.26 | 0.887 | |||
| I feel that my personal safety is at risk. | 0.616 | 4.27 | 0.879 | |||
| My condition of life is lower than before. | 0.604 | 4.16 | 0.882 |
ANOVA for mean scores of respondents on QoL items and QoL scale classified by living regions, living areas, and age of household head.
| Items and Scale | Living Region a | Sig. Diff. | Living Area b | Sig. Diff. | Age of Household Head c | Sig. Diff. | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | F Value | 1 | 2 | F Value | 1 | 2 | 3 | F Value | |||||||
| The condition of my life is worse than before. | 4.36 | 4.42 | 3.98 | 3.88 | 4.12 | 7.62 | 0.000 | (1–3) ** | 4.33 | 3.95 | 24.38 | 0.000 | (1–2) ** | 3.94 | 4.11 | 4.42 | (1–3) ** (2–3) ** | 10.96 | 0.000 |
| My mental health has deteriorated. | 4.57 | 4.55 | 3.98 | 4.09 | 4.02 | 10.39 | 0.000 | (1–3) ** | 4.42 | 4.04 | 20.85 | 0.000 | (1–2) ** | 4.09 | 4.13 | 4.59 | (1–3) ** (2–3) ** | 13.71 | 0.000 |
| My physical health has deteriorated. | 4.51 | 4.48 | 4.01 | 4.08 | 4.18 | 7.33 | 0.000 | (1–3) ** | 4.40 | 4.09 | 16.10 | 0.000 | (1–2) ** | 3.96 | 4.25 | 4.50 | (1–2) ** (1–3) ** | 11.99 | 0.000 |
| I feel more tense than before. | 4.50 | 4.49 | 4.07 | 4.15 | 4.12 | 6.12 | 0.000 | (1–3) ** | 4.41 | 4.10 | 15.36 | 0.000 | (1–2) ** | 3.96 | 4.20 | 4.63 | (1–2) * | 21.33 | 0.000 |
| I feel more depressed than before. | 4.51 | 4.52 | 4.06 | 4.12 | 4.19 | 6.87 | 0.000 | (1–3) ** | 4.43 | 4.11 | 17.93 | 0.000 | (1–2) ** | 4.16 | 4.25 | 4.45 | (1–3) * | 3.93 | 0.020 |
| I feel that my personal safety is at risk. | 4.45 | 4.45 | 4.05 | 4.19 | 4.20 | 4.41 | 0.002 | (1–3) ** | 4.40 | 4.12 | 13.19 | 0.000 | (1–2) ** | 4.05 | 4.23 | 4.52 | (1–3) ** (2–3) ** | 10.47 | 0.000 |
| Quality of life (QoL Scale) | 4.48 | 4.49 | 4.02 | 4.08 | 4.14 | 16.66 | 0.000 | (1–3) ** | 4.40 | 4.07 | 42.50 | 0.000 | (1–2) ** | 4.03 | 4.19 | 4.52 | (1–2) * | 26.74 | 0.000 |
Note: a 1—Central Region (Riyadh and Qassim), 2—West Region (Makkah and Madinah), 3—Eastern Region (Eastern Province), 4—Southern Region (Asir, Jazan, Najran and Baha), 5—Northern Region (Northern Boarders, Hail and Jouf); b 1—Urban, 2—Rural; c 1—less than 35 years, 2—35 to 54 years, 3—55 and more years; ** p ≤ 0.01 level, * p ≤ 0.05 level.
ANOVA for mean scores of respondents on QoL items and QoL scale classified by education levels, home ownership, and gender.
| Items and Scale | Level of Education of Household Head a | F Value | Sig. Diff. | Gender of Household Head c | F Value | Sig. Diff. | Income Levels of Household Head b | F Value | Sig. Diff. | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 1 | 2 | 1 | 2 | 3 | ||||||||||
| The condition of my life is worse than before. | 4.55 | 4.40 | 4.08 | 4.04 | 4.02 | 5.55 | 0.000 | (1–3) * | 3.98 | 8.48 | 0.000 | 0.003 | (1–2) ** | 4.37 | 4.06 | 3.91 | 8.48 | 0.000 | (1–2) ** |
| My mental health has deteriorated. | 4.58 | 4.45 | 4.18 | 4.18 | 4.08 | 3.20 | 0.013 | None | 3.98 | 5.28 | 0.005 | 0.000 | (1–2) ** | 4.38 | 4.22 | 3.81 | 5.28 | 0.005 | (1–3) ** |
| My physical health has deteriorated. | 4.39 | 4.45 | 4.23 | 4.23 | 3.98 | 2.99 | 0.019 | (2–5) ** | 4.12 | 6.41 | 0.002 | 0.020 | (1–2) * | 4.41 | 4.22 | 3.84 | 6.41 | 0.002 | (1–3) ** |
| I feel more tense than before. | 4.53 | 4.48 | 4.22 | 4.17 | 4.15 | 3.34 | 0.010 | (2–4) * | 4.07 | 9.82 | 0.000 | 0.001 | (1–2) ** | 4.51 | 4.15 | 4.13 | 9.82 | 0.000 | (1–2) ** |
| I feel more depressed than before. | 4.34 | 4.45 | 4.27 | 4.23 | 4.19 | 1.46 | 0.214 | None | 4.01 | 7.74 | 0.000 | 0.000 | (1–2) ** | 4.48 | 4.20 | 4.00 | 7.74 | 0.000 | (1–2) ** |
| I feel that my personal safety is at risk. | 4.37 | 4.47 | 4.24 | 4.23 | 4.05 | 2.65 | 0.032 | (2–5) * | 4.13 | 7.86 | 0.000 | 0.018 | (1–2) * | 4.45 | 4.21 | 3.88 | 7.86 | 0.000 | (1–2) ** |
| Quality of life (QoL Scale) | 4.46 | 4.45 | 4.21 | 4.18 | 4.08 | 6.66 | 0.000 | (1–4) * | 4.05 | 16.43 | 0.000 | 0.000 | (1–2) ** | 4.43 | 4.17 | 3.93 | 16.43 | 0.000 | (1–2) ** |
Note: a 1—Up to primary, 2—Secondary 3—Diploma, 4—Bachelor, 5—Master’s/PhD; b 1—less than 3800 SR, 2—3800 to 38,200 SR, 3—More than 38,200SR; c 1—Female, 2—Male; ** p ≤ 0.01 level, * p ≤ 0.05 level.
ANOVA for mean scores of respondents on QoL items and QoL scale classified by number of family members living together and occupation sector.
| Items and Scale | Occupation Sector b | F Value | Sig. Diff. | Number of Family Members Living Together a | F Value | Sig. Diff. | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | 1 | 2 | 3 | |||||||
| The condition of my life is worse than before. | 4.43 | 4.14 | 4.00 | 4.13 | 4.15 | 4.15 | 1.43 | 0.211 | None | 4.04 | 4.15 | 4.42 | 5.60 | 0.004 | (1–3) ** |
| My mental health has deteriorated. | 4.31 | 4.15 | 4.36 | 4.32 | 4.04 | 4.35 | 1.21 | 0.304 | None | 4.18 | 4.21 | 4.51 | 4.01 | 0.019 | (1–3) * |
| My physical health has deteriorated. | 4.30 | 4.29 | 4.21 | 4.25 | 4.27 | 4.31 | 0.70 | 0.625 | None | 4.24 | 4.23 | 4.48 | 1.61 | 0.201 | None |
| I feel more tense than before. | 4.26 | 4.30 | 4.38 | 4.27 | 4.06 | 4.24 | 0.09 | 0.994 | None | 4.28 | 4.20 | 4.39 | 2.90 | 0.056 | None |
| I feel more depressed than before. | 4.30 | 4.24 | 4.19 | 4.36 | 4.25 | 4.32 | 0.42 | 0.836 | None | 4.22 | 4.21 | 4.66 | 9.83 | 0.000 | (1–3) ** |
| I feel that my personal safety is at risk. | 4.31 | 4.27 | 4.33 | 4.23 | 4.27 | 4.31 | 0.14 | 0.982 | None | 4.26 | 4.17 | 4.59 | 7.71 | 0.001 | (1–3) ** |
| Quality of life (QoL Scale) | 4.32 | 4.23 | 4.25 | 4.26 | 4.17 | 4.28 | 0.37 | 0.867 | None | 4.20 | 4.19 | 4.51 | 10.45 | 0.000 | (1–3) ** |
Note: a 1—Less than 5 members, 2—5 to 10 members, 3—More than 10 members; b 1—Agriculture, 2—Informal, 3—Construction, 4—Services, 5—Manufacturing, 6—Business; ** p ≤ 0.01 level, * p ≤ 0.05 level.
ANOVA for mean scores of respondents on QoL items and QoL scale classified by number of working family members and types of occupation.
| Items and Scale | Types of Occupation b | F Value | Sig. Diff. | Number of Working Family Members a | F Value | Sig. Diff. | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 1 | 2 | 3 | |||||||
| The condition of my life is worse than before. | 4.33 | 4.38 | 4.07 | 4.01 | 3.81 | 5.93 | 0.000 | (1–5) * | 4.34 | 4.21 | 3.82 | 12.45 | 0.000 | (1–3) ** |
| My mental health has deteriorated. | 4.39 | 4.48 | 4.15 | 3.94 | 4.24 | 5.33 | 0.000 | (1–4) * | 4.57 | 4.20 | 3.96 | 14.85 | 0.000 | (1–2) ** |
| My physical health has deteriorated. | 4.26 | 4.42 | 4.23 | 4.05 | 4.21 | 2.49 | 0.042 | (2–4) * | 4.48 | 4.22 | 4.05 | 8.52 | 0.000 | (1–2) ** |
| I feel more tense than before. | 4.48 | 4.43 | 4.16 | 4.10 | 4.19 | 3.73 | 0.005 | (2–3) * | 4.54 | 4.26 | 3.95 | 15.03 | 0.000 | (1–2) ** |
| I feel more depressed than before. | 4.38 | 4.49 | 4.24 | 4.09 | 4.05 | 4.25 | 0.002 | (2–4) ** | 4.56 | 4.27 | 3.98 | 14.65 | 0.000 | (1–2) ** |
| I feel that my personal safety is at risk. | 4.36 | 4.48 | 4.17 | 4.06 | 4.21 | 4.17 | 0.003 | (2–3) ** | 4.52 | 4.25 | 4.00 | 11.69 | 0.000 | (1–2) ** |
| Quality of life (QoL Scale) | 4.37 | 4.45 | 4.17 | 4.04 | 4.12 | 9.17 | 0.000 | (1–4) ** | 4.50 | 4.23 | 3.96 | 3023 | 0.000 | (1–2) ** |
Note: a 1—Working 1 member, 2—Working 2 members, 3—Working more than 2 members; b 1—Unemployed, 2—Self-employed, 3—Employee, 4—Employer, 5—Retired; ** p ≤ 0.01 level, * p ≤ 0.05 level.
Results of the multiple regression analysis for QoL.
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| Constant | 3.336 | 0.149 |
| Gender of households (X1) | 0.101 | 0.050 |
| Residential area (X2) | 0.167 | 0.045 |
| Ownership of house (X3) | 0.003 | 0.044 |
| Terminated or lost jobs or decreased wages since COVID-19 crisis started (X4) | 0.114 | 0.060 |
| Family expenditures affected unfavorably since COVID-19 started (X5) | 0.137 | 0.047 |
| The repayment of the loan been affected unfavorably due to economic crisis that occurred because of COVID-19 (X6) | 0.114 | 0.055 |
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| From 35 to 54 years (X7) | 0.124 | 0.055 |
| 55 and more years (X8) | 0.237 | 0.066 |
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| Central Region (Riyadh and Qassim) (X9) | 0.348 | 0.067 |
| West Region (Makkah and Madinah) (X10) | 0.356 | 0.070 |
| Eastern Region (Eastern Province) (X11) | 0.084 | 0.069 |
| Northern Region (Northern Boarders, Hail and Jouf) (X13) | 0.131 | 0.070 |
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| Unemployed (X14) | 0.215 | 0.083 |
| Self-employed (X15) | 0.148 | 0.071 |
| Employee (X16) | 0.089 | 0.066 |
| Retired (X17) | 0.045 | 0.092 |
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| Up to primary (X18) | 0.089 | 0.102 |
| Secondary (X19) | 0.050 | 0.076 |
| Diploma (X20) | −0.009 | 0.072 |
| Bachelor (X21) | 0.029 | 0.079 |
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| Less than 5 members (X22) | −0.154 | 0.065 |
| 5 to 10 members (X23) | −0.163 | 0.061 |
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| Working family member 1 (X24) | 0.298 | 0.064 |
| Working family member 2 (X25) | 0.133 | 0.058 |
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| Agriculture (X26) | 0.082 | 0.088 |
| Informal (X27) | 0.143 | 0.059 |
| Construction (X28) | −0.142 | 0.085 |
| Service (X29) | 0.070 | 0.060 |
| Business (X30) | 0.048 | 0.062 |
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| 506 | |
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| 31 | |
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| 0.411 | |
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| 0.373 | |
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| 10.687 ** | |
Note: Figures in parentheses denote the t-values of the regression coefficients; ** indicate significance at p ≤ 0.01 level; * indicate significance at p ≤ 0.05 level. Reference dummy variables: Head of households with less than 35 years of age, Southern region, employer, Master’s/PhD education, more than 10 family members, working family members of more than 2, and manufacturing sector as a reference variable.
Summary of ordered Probit models on the aspects of quality of life that are driven by demographic characteristics of respondents.
| Aspect of QoL Used as Dependent Variable in Ordered Probit Model | Nagelkerke R2 | Demographic Characteristics That Most Significantly Affect the Aspect of QoL |
|---|---|---|
| My life condition is worse than before. | 0.308 | 1. Residential Region |
| My mental health has deteriorated. | 0.334 | 1. Residential Region |
| My physical health has deteriorated. | 0.259 | 1. Age of household head |
| I feel more tense than before. | 0.288 | 1. Age of household head |
| I feel more depressed than before. | 0.267 | 1. No. of family members |
| I feel that my personal safety is at risk. | 0.269 | 1. No. of family members |