A Multi-Layered Socio-Ecological Framework for Investigating Teacher Well-Being: Key Predictors and Protective Factors
Abstract
:1. Introduction
2. Conceptualising Teacher Well-Being: A Socio-Ecological Framework
2.1. Level 1 Individual: Teacher
2.2. Level 2 Contextual: School and Home
2.3. Level 3 Community
2.4. Level 4: National Environments
3. Teacher Well-Being During the COVID-19 Emergency: A Global Review
3.1. Individual
3.1.1. Gender
3.1.2. Age and Teaching Experience
3.1.3. Family Status and Children
3.1.4. Ethnicity
3.1.5. Educational Qualifications
3.1.6. Self-Efficacy
3.2. School- and Home-Level Factors
3.2.1. School Characteristics
3.2.2. Teachers’ Access to Digital Resources
3.2.3. Student-Related Issues
3.2.4. Relationship with Parents
3.2.5. Peer Relationship
3.2.6. Teacher and School Leadership Relationships
3.2.7. Teachers’ Family Relationships
3.3. Community-Level Factors
3.3.1. Respect and Appreciation
3.3.2. Gender Norms and Child/Family Care
3.3.3. Exposure to and Fear of COVID-19 Infection
3.4. National-Level Factors
4. Teacher Well-Being in Kazakhstan
4.1. Teacher Management, Incentives, and Education
4.2. Teachers and the COVID-19 Emergency
5. Methodology
5.1. Aims and Research Questions
- How are the individual-, school- and home-, community-, and national-level factors derived from the conceptual framework distributed among the participating teachers?
- What do teachers’ self-reported well-being scores indicate about the effects of COVID-19-induced school closures on their overall well-being?
- What individual-, school- and home-, community-, and national-level factors significantly predict teachers’ well-being scores?
5.2. Study Design
5.3. The Instrument
5.3.1. Quality Issues
5.3.2. Administration and Recruitment
5.4. Sample and Participants
5.5. Data Analysis
5.6. Ethics
6. Results
6.1. Distribution of Dependent Variables Across the Four Environmental Levels
6.1.1. Individual-Level Variables
6.1.2. School- and Home-Level Variables
6.1.3. Community-Level Variables
6.1.4. National-Level Variables
6.2. Teachers’ Well-Being Scale
6.3. Predictors of Kazakhstani Teachers’ Well-Being
6.3.1. Individual-Level Predictors of Physical and Psychological Well-Being
6.3.2. School- and Home-Level Predictors
6.3.3. Community-Level Predictors
6.3.4. National-Level Predictors
7. Discussion
7.1. Well-Being and Individual Characteristics
7.2. Well-Being and School and Home Characteristics
7.3. Well-Being and Community Characteristics
7.4. Well-Being and National Characteristics
7.5. Limitations
7.6. Implications
7.6.1. Multi-Foci and Systemic Interventions
7.6.2. Autonomy-Supportive Leadership
7.6.3. Social Support
7.6.4. Strengthening Social–Emotional Resources
7.6.5. Equitable Resources
7.6.6. Transforming Gender Norms for Equity
7.6.7. Professional Development in Digital Literacy and Pedagogy
7.6.8. Future Research
8. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A. Email Sent to Teachers
- Dear teacher,
- Sincerely,
- Principal Investigator: Prof Naureen Durrani, [email protected]
Appendix B. Results of Bivariate Analysis
Variable | Test | Physical Well-Being | Psychological Well-Being | ||
---|---|---|---|---|---|
p Value | Effect Size | p Value | Effect Size | ||
Individual level | |||||
Age | Pearson correlation | 0.001 | r = −0.165 | 0.001 | r = −0.079 |
Number of children | 0.001 | r = 0.043 | 0.001 | r = 0.042 | |
Experience | 0.001 | r = −0.171 | 0.001 | r = −0.073 | |
Gender | Mann–Whitney | 0.001 | rb = 0.260 | 0.001 | rb = 0.159 |
My proficiency in the provision of online teaching has increased. | One-way ANOVA | 0.001 | η2 = 0.002 | 0.904 | N/A |
Family status | Kruskal–Wallis | 0.001 | ε2 = 0.002 | 0.001 | ε2 = 0.001 |
Family monthly income | One-way ANOVA | 0.001 | η2 = 0.013 | 0.456 | N/A |
Ethnicity | Kruskal–Wallis | 0.001 | ε2 = 0.030 | 0.001 | ε2 = 0.008 |
Education | 0.001 | ε2 = 0.001 | 0.332 | N/A | |
Level of teaching | One-way ANOVA | 0.001 | η2 = 0.001 | 0.001 | η2 = 0.001 |
How confident are you in your ability to teach effectively online? | 0.001 | η2 = 0.039 | 0.001 | η2 = 0.036 | |
School and home | |||||
What is the location of your school? | One-way ANOVA | 0.041 | N/A | 0.216 | N/A |
What is the medium of instruction in your school? | 0.001 | η2 = 0.030 | 0.001 | η2 = 0.008 | |
Not being able to see students’ reactions to the lesson because students are not putting their cameras on. | 0.001 | η2 = 0.039 | 0.001 | η2 = 0.012 | |
Not knowing students’ learning as either parents complete tasks for children or children copy from one another. | 0.001 | η2 = 0.044 | 0.001 | η2 = 0.016 | |
Low student motivation. | 0.001 | η2 = 0.038 | 0.001 | η2 = 0.013 | |
I have to explain and justify to parents the assessment of their child’s work. | 0.001 | η2 = 0.035 | 0.001 | η2 = 0.015 | |
Because I am teaching from home, parents think I am not working hard enough. | 0.001 | η2 = 0.102 | 0.001 | η2 = 0.091 | |
Teacher collegiality and collaboration improved during online teaching. | 0.001 | η2 = 0.004 | 0.001 | η2 = 0.002 | |
I feel under constant surveillance by the school principal/deputy director(s). | 0.001 | η2 = 0.009 | 0.001 | η2 = 0.054 | |
I have to resolve arguments between my children over space and resources constantly. | 0.001 | η2 = 0.018 | 0.001 | η2 = 0.055 | |
In times of crisis, we can turn to each other for support. | Mann–Whitney | 0.001 | rb = 0.184 | 0.001 | rb = 0.079 |
Poor Internet connectivity at home/school when using blended learning (1). | One-way ANOVA | 0.001 | η2 = 0.032 | 0.001 | η2 = 0.010 |
Lack of quiet space at home/school when using blended learning. | 0.001 | η2 = 0.009 | 0.001 | η2 = 0.011 | |
I have to work long hours to do my online teaching. | 0.001 | η2 = 0.084 | 0.001 | η2 = 0.028 | |
Community level | |||||
My household members expect me to do household chores during school closures while it is my work time. | One-way ANOVA | 0.001 | η2 = 0.044 | 0.001 | η2 = 0.077 |
Family obligations (e.g., taking care of kids, looking after the elderly). | 0.001 | η2 = 0.019 | 0.001 | η2 = 0.022 | |
Working from home enables me to better distribute my work and domestic responsibilities across the day. | 0.001 | η2 = 0.012 | 0.638 | N.A. | |
I feel overwhelmed by the responsibility of being a parent. | 0.001 | η2 = 0.046 | 0.001 | η2 = 0.042 | |
Parents respect me more now that they have experienced homeschooling. | 0.030 | N.A. | 0.049 | N.A. | |
Exposure to COVID-19. | 0.001 | η2 = 0.018 | 0.001 | η2 = 0.016 | |
National level | |||||
Freedom to choose online platforms. | One-way ANOVA | 0.001 | η2 = 0.003 | 0.001 | η2 = 0.008 |
Freedom of opportunities to network. | 0.003 | η2 = 0.001 | 0.001 | η2 = 0.001 | |
Freedom to revise curriculum. | Mann–Whitney | 0.001 | rb = 0.050 | 0.001 | rb = 0.048 |
Top-down approach. | 0.001 | rb = 0.123 | 0.001 | rb = 0.162 | |
Training to teach online. | One-way ANOVA | 0.135 | N.A. | 0.224 | N.A. |
Appendix C. Inclusion of Predictors in Multiple Linear Analysis Based on p-Values
Physical Well-Being | Psychological Well-Being | |||
---|---|---|---|---|
Individual-Level Predictor Variables | ||||
Age | 0.001 | Include | 0.001 | Include |
How many children do you have? | 0.001 | Include | 0.001 | Include |
Experience | Removed from analysis due to the issue of multicollinearity | |||
Gender | 0.001 | Include | 0.001 | Include |
My proficiency in the provision of online teaching has increased. | 0.001 | Include | 0.904 | Exclude |
Family status | 0.001 | Include | 0.001 | Include |
Family income | 0.001 | Include | 0.456 | Exclude |
Ethnicity | 0.001 | Include | 0.001 | Include |
Education | 0.001 | Include | 0.332 | Exclude |
Level of teaching | 0.001 | Include | 0.001 | Include |
How confident are you in your ability to teach effectively online? | 0.001 | Include | 0.001 | Include |
School- and Home-Level Predictors | ||||
What is the location of your school? | 0.041 | Exclude | 0.216 | Exclude |
What is the medium of instruction in your school? | 0.001 | Include | 0.001 | Include |
Not being able to see students’ reactions to the lesson because students are not putting their cameras on. | 0.001 | Include | 0.001 | Include |
Not knowing students’ learning as either parents complete tasks for children or children copy from one another. | 0.001 | Include | 0.001 | Include |
Low student motivation. | 0.001 | Include | 0.001 | Include |
I have to explain and justify to parents the assessment of their child’s work. | 0.001 | Include | 0.001 | Include |
Because I am teaching from home, parents think I am not working hard enough. | 0.001 | Include | 0.001 | Include |
Teacher collegiality and collaboration improved during online teaching. | 0.001 | Include | 0.001 | Include |
I feel under constant surveillance by the school principal/deputy director(s). | 0.001 | Include | 0.001 | Include |
I have to resolve arguments between my children over space and resources constantly. | 0.001 | Include | 0.001 | Include |
In times of crisis, we can turn to each other for support. | 0.001 | Include | 0.001 | Include |
Poor Internet connectivity at home/school when using blended learning (1). | 0.001 | Include | 0.001 | Include |
Lack of quiet space at home/school when using blended learning. | 0.001 | Include | 0.001 | Include |
I have to work long hours to do my online teaching. | 0.001 | Include | 0.001 | Include |
Community-level | ||||
My household members expect me to do household chores during school closures while it is my work time. | 0.001 | Include | 0.001 | Include |
Family obligations (e.g., taking care of kids, looking after the elderly). | 0.001 | Include | 0.001 | Include |
Working from home enables me to better distribute my work and domestic responsibilities across the day. | 0.001 | Include | 0.638 | Exclude |
I feel overwhelmed by the responsibility of being a parent. | 0.001 | Include | 0.638 | Exclude |
Parents respect me more now that they have experienced homeschooling. | 0.030 | Exclude | 0.049 | Exclude |
Exposure to COVID. | 0.001 | Include | 0.001 | Include |
National-level | ||||
Freedom to choose online platforms. | 0.001 | Include | 0.001 | Include |
Freedom of opportunities to network. | 0.003 | Include | 0.001 | Include |
Freedom to revise curriculum. | 0.001 | Include | 0.001 | Include |
Top-down approach. | 0.001 | Include | 0.001 | Include |
Training to teach online. | 0.135 | Exclude | 0.224 | Exclude |
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Characteristics | Categories | Percentage |
---|---|---|
Gender (n = 14,456) | Female | 88.0 |
Male | 12.0 | |
Age (n = 14,459), Mean = 39.8 | ||
Experience (n = 13,372), Mean = 15.9 | ||
Family status (n = 14,446) | Single | 13.7 |
Married/couple | 76.4 | |
Single parent | 9.9 | |
Number of children (n = 14,438) | No children | 16.6 |
One | 14.0 | |
Two | 26.0 | |
Three | 23.5 | |
Four | 13.5 | |
Five | 4.8 | |
More than five | 1.7 | |
Monthly income (n = 14,378) | Below national average | 44.3 |
National average | 20.2 | |
Above national average | 35.6 | |
Ethnicity (n = 14,459) | Kazakh | 82.6 |
Russian | 9.4 | |
Others | 8.0 | |
Educational level (n = 14,139) | College | 7.0 |
Bachelor | 84.5 | |
Graduate/postgraduate | 8.5 | |
Teaching level (n = 13,650) | Primary | 27.7 |
High/secondary | 52.9 | |
Both | 19.4 | |
Self-efficacy: self-belief in increasing proficiency in delivering online lessons (n = 12,725) | Yes | 75.3 |
No | 24.7 |
Dimensions | Variables | Categories | Percentage |
---|---|---|---|
School characteristics | School location (n = 14,421) | Urban | 50.0 |
Semi-urban | 9.0 | ||
Rural | 41.0 | ||
Medium of instruction used (n = 14,303) | Kazakh | 51.8 | |
Russian | 16.5 | ||
Mixed | 31.6 | ||
Relationships with parents | Pressure to justify student assessment results to parents (n = 13,422) | No | 19.8 |
Yes | 80.2 | ||
Lower parental perception of teacher effort due to remote teaching (n = 13,376) | No | 41.4 | |
Yes | 58.6 | ||
Peer relations | Improvement in teacher collegiality and collaboration (n = 12,542) | No | 45.2 |
Yes | 54.8 | ||
Relationship with school leadership | Perceived surveillance by the school administration (n = 13,021) | No | 59.7 |
Yes | 40.3 | ||
Workload | I have to work long hours to do my online teaching. (n = 13,650) | No | 32.2 |
Yes | 67.8 | ||
Family relationships | Frequent conflict resolution over space and resources among children (n = 11,194) | No | 52.0 |
Yes | 48.0 | ||
In times of crisis, we can turn to each other for support (n = 12,365) | No | 12.5 | |
Yes | 87.5 |
Dimension | Variables | Categories | Percentage |
---|---|---|---|
Responsibility and duty | Household chore expectations during work hours (n = 12,734) | No | 58.2 |
Yes | 41.8 | ||
Family care responsibilities (n = 12,649) | Not challenging | 27.1 | |
Challenging | 66.6 | ||
Extremely challenging | 6.4 | ||
Remote teaching and flexible distribution of work and domestic responsibilities (n = 13,720) | No | 59.0 | |
Yes | 41.0 | ||
Feeling overwhelmed by parenting responsibilities (n = 11,746) | No | 44.0 | |
Yes | 56.0 | ||
Respect and recognition | Increased parental respect post-homeschooling experience (n = 11,748) | No | 37.5 |
Yes | 62.5 | ||
Exposure to infection | Exposure to COVID (n = 14,410) | No | 77.8 |
Yes | 22.2 |
Variables | Categories | Percentage | |
---|---|---|---|
Professional autonomy | Freedom to choose online platforms (n = 14,459) | No | 29.2 |
Yes | 70.8 | ||
Freedom to revise curriculum (n = 14,459) | No | 82.4 | |
Yes | 17.6 | ||
Top-down approach used in decision making (n = 14,459) | No | 91.9 | |
Yes | 8.1 | ||
Networking | Opportunities to network with teachers (n = 14,459) | No | 67.7 |
Yes | 32.3 | ||
Professional development | Provision of training in online teaching (n = 14,442) | No | 33.0 |
Yes | 67.0 |
Random Eigenvalues from PA | Data Eigenvalues PCA | Decision |
---|---|---|
1.047860 | 3.194 | Accept |
1.033653 | 1.655 | Accept |
Mean | Std. Deviation | Loading | Factor Score | |
---|---|---|---|---|
I get frequent headaches because of excessive screen time. | 2.13 | 0.808 | 0.873 | 0.537 |
I feel my eyesight is declining because of excessive screen time | 2.06 | 0.834 | 0.803 | 0.316 |
I have developed back problems because of sitting too much. | 2.23 | 0.792 | 0.631 | 0.174 |
Total Mean | 2.142 | |||
N | 14,459 | |||
Cronbach’s Alpha | 0.810 | |||
Factor eigenvalue | 2.800 | |||
Total variance explained % | 40.007 | |||
Cumulative variance explained % | 40.007 |
Mean | Std. Deviation | Loading | Factor Score | |
---|---|---|---|---|
I feel depressed. | 3.68 | 0.948 | 0.765 | 0.411 |
I become sad too often. | 3.46 | 1.064 | 0.649 | 0.278 |
The pandemic is making me feel stressed. | 3.27 | 1.149 | 0.598 | 0.231 |
I do not socialise outside my immediate household. | 3.46 | 1.064 | 0.556 | 0.186 |
Total Mean | 3.467 | |||
N | 14,459 | |||
Cronbach’s Alpha | 0.734 | |||
Factor eigenvalue | 1.635 | |||
Total variance explained % | 23.352 | |||
Cumulative variance explained % | 63.359 |
Variable | Physical | Psychological | ||
---|---|---|---|---|
Predictors | R2 | β | R2 | β |
Model 1 | 0.097 *** | 0.046 *** | ||
Gender. Male (0) vs. female (1) | −0.357 *** | −0.196 *** | ||
Age | −0.010 *** | −0.004 *** | ||
Family status. Single (0) vs. married/couple (1) | −0.039 | 0.035 | ||
Family status. Single (0) vs. single parent (1) | −0.079 | −0.047 | ||
Number of children | 0.020 * | 0.016 * | ||
Family monthly income. Below (0) vs. average (1) | −0.082 *** | |||
Family monthly income. Below (0) vs. above average (1) | −0.132 *** | |||
Ethnicity Kazakh (0) vs. Russian (1) | −0.315 *** | −0.071 * | ||
Ethnicity. Kazakh (0) vs. other (1) | −0.245 *** | −0.115 *** | ||
Education qualification. College (0) vs. Bachelor (1) | −0.146 *** | |||
Education qualification. College (0) vs. postgraduate (1) | −0.111 * | |||
Level of teaching. Primary (0) vs. secondary/high | 0.011 | 0.002 | ||
Level of teaching. Primary (0) vs. both | 0.024 | 0.024 | ||
Self-confidence in teaching effectively online. Not confident (0) vs. little confident (1) | −0.009 | 0.109 * | ||
Self-confidence in teaching effectively online. Not confident (0) vs. quite confident (1) | 0.161 *** | 0.305 *** | ||
Self-confidence in teaching effectively online. Not confident (0) vs. very confident (1) | 0.363 *** | 0.483 *** | ||
Improvement in online teaching proficiency. No (0) vs. yes (1) | −0.024 | |||
Model 2 | 0.093 *** | 0.045 *** | ||
Gender. Male (0) vs. female (1) | −0.350 *** | −0.204 *** | ||
Age | −0.011 *** | −0.005 *** | ||
Number of children | 0.017 * | 0.021 *** | ||
Family monthly income. Below (0) vs. average (1) | −0.092 *** | |||
Family monthly income. Below (0) vs. above average (1) | −0.126 *** | |||
Ethnicity. Kazakh (0) vs. Russian (1) | −0.331 *** | −0.070 ** | ||
Ethnicity. Kazakh (0) vs. other (1) | −0.255 *** | −0.123 *** | ||
Education qualification. College (0) vs. Bachelor (1) | −0.137 *** | |||
Education qualification. College (0) vs. postgraduate (1) | −0.124 ** | |||
Self-confidence in teaching effectively online. Not confident (0) vs. little confident (1) | −0.010 | 0.096 * | ||
Self-confidence in teaching effectively online. Not confident (0) vs. quite confident (1) | 0.140 *** | 0.292 *** | ||
Self-confidence in teaching effectively online. Not confident (0) vs. very confident (1) | 0.343 *** | 0.467 *** |
Variable | Physical | Psychological | ||
---|---|---|---|---|
Predictors | R2 | β | R2 | β |
Model 1 | 0.223 *** | 0.156 *** | ||
Medium of instruction. Kazakh (0) vs. Russian (1) | −0.310 *** | −0.130 *** | ||
Medium of instruction. Kazakh (0) vs. mixed (1) | −0.114 *** | −0.095 *** | ||
Not being able to see students’ reactions. Not at all challenging (0) vs. challenging (1) | −0.160 *** | −0.024 | ||
Not being able to see students’ reactions. Not at all challenging (0) vs. extremely challenging (1) | −0.282 *** | −0.070 | ||
Not knowing students’ learning because of collusion/plagiarism. Not at all challenging (0) vs. challenging (1) | −0.111 ** | −0.019 | ||
Not knowing students’ learning because of collusion/plagiarism. Not at all challenging (0) vs. extremely challenging (1) | −0.330 *** | −0.104 * | ||
Low student motivation. Not at all challenging (0) vs. challenging (1) | −0.137 *** | −0.055 | ||
Low student motivation. Not at all challenging (0) vs. extremely challenging (1) | −0.244 *** | −0.103 * | ||
I have to explain and justify to parents the assessment of their child’s work. No (0) vs. yes (1) | −0.227 *** | −0.141 *** | ||
Because I am teaching from home, parents think I am not working hard enough. No (0) vs. yes (1) | −0.248 *** | −0.281 *** | ||
Teacher collegiality and collaboration improved during online teaching. No (0) vs. yes (1) | 0.091 *** | 0.080 *** | ||
I feel under constant surveillance by the school principal/deputy director(s). No (0) vs. yes (1) | −0.029 | −0.286 *** | ||
I have to constantly resolve arguments between my children over space and resources. No (0) vs. yes (1) | −0.090 *** | −0.251 *** | ||
In times of crisis, we can turn to each other for support. No (0) vs. yes (1) | −0.167 *** | 0.123 *** | ||
Poor Internet connectivity. Not at all challenging (0) vs. challenging (1) | −0.182 *** | −0.023 | ||
Poor Internet connectivity. Not at all challenging (0) vs. extremely challenging (1) | −0.269 *** | −0.027 | ||
Lack of quiet space. Not at all challenging (0) vs. challenging (1) | −0.027 | −0.048 * | ||
Lack of quiet space. Not at all challenging (0) vs. challenging (1) | −0.002 | −0.130 ** | ||
Model 2 | 0.219 *** | 0.155 *** | ||
Medium of instruction. Kazakh (0) vs. Russian (1) | −0.316 *** | −0.136 *** | ||
Medium of instruction. Kazakh (0) vs. mixed (1) | −0.113 *** | −0.091 *** | ||
Not being able to see students’ reactions. Not at all challenging (0) vs. challenging (1) | −0.158 *** | |||
Not being able to see students’ reactions. Not at all challenging (0) vs. extremely challenging (1) | −0.284 *** | |||
Not knowing students’ learning because of collusion/plagiarism. Not at all challenging (0) vs. challenging (1) | −116 ** | −0.017 | ||
Not knowing students’ learning because of collusion/plagiarism. Not at all challenging (0) vs. extremely challenging (1) | −0.332 *** | −0.148 *** | ||
Low student motivation. Not at all challenging (0) vs. challenging (1) | −140 *** | −0.048 | ||
Low student motivation. Not at all challenging (0) vs. extremely challenging (1) | −0.244 *** | −0.103 *** | ||
I have to explain and justify to parents the assessment of their child’s work. No (0) vs. yes (1) | −236 *** | −0.133 *** | ||
Because I am teaching from home, parents think I am not working hard enough. No (0) vs. yes (1) | −0.250 *** | −0.251 *** | ||
Teacher collegiality and collaboration improved during online teaching. No (0) vs. yes (1) | 0.088 *** | 0.067 *** | ||
I feel under constant surveillance by the school principal/deputy director(s). No (0) vs. yes (1) | −0.286 *** | |||
I have to constantly resolve arguments between my children over space and resources. No (0) vs. yes (1) | −0.097 *** | −251 *** | ||
In times of crisis, we can turn to each other for support. No (0) vs. yes (1) | −0.163 *** | 0.121 *** | ||
Poor Internet connectivity. Not at all challenging (0) vs. challenging (1) | −0.184 *** | |||
Poor Internet connectivity. Not at all challenging (0) vs. extremely challenging (1) | −0.266 *** | |||
Lack of quiet space. Not at all challenging (0) vs. challenging (1) | −0.057 * | |||
Lack of quiet space. Not at all challenging (0) vs. challenging (1) | −0.142 *** |
Variable | Physical | Psychological | ||
---|---|---|---|---|
Predictors | R2 | β | R2 | β |
Model 1 | 0.128 *** | 0.102 *** | ||
Being expected to do household chores during work time. No (0) vs. yes (1) | −0.308 *** | −0.455 *** | ||
Family obligations. Not at all challenging (0) vs. challenging (1) | −0.233 *** | −0.109 *** | ||
Family obligations. Not at all challenging (0) vs. extremely challenging (1) | −0.494 *** | −0.434 *** | ||
Remote work and better distribution of work and domestic responsibilities. No (0) vs. yes (1) | 0.256 *** | |||
Feeling overwhelmed by parental responsibility. No (0) vs. yes (1) | −0.400 *** | |||
Exposure to COVID-19 | −0.188 *** | −0.228 *** |
Variable | Physical | Psychological | ||
---|---|---|---|---|
Predictors | R2 | β | R2 | β |
Model 1 | 0.0067 | 0.014 | ||
Freedom to choose online platforms. No (0) vs. yes (1) | 0.122 *** | 0.166 *** | ||
Opportunities to network. No (0) vs. yes (1) | 0.061 *** | 0.087 *** | ||
Freedom to revise curriculum. No (0) vs. yes (1) | 0.090 *** | 0.079 *** | ||
Top-down approach in decision making. No (0) vs. yes (1) | −0.102 ** | −0.167 *** |
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Durrani, N.; Makhmetova, Z. A Multi-Layered Socio-Ecological Framework for Investigating Teacher Well-Being: Key Predictors and Protective Factors. Sustainability 2025, 17, 900. https://doi.org/10.3390/su17030900
Durrani N, Makhmetova Z. A Multi-Layered Socio-Ecological Framework for Investigating Teacher Well-Being: Key Predictors and Protective Factors. Sustainability. 2025; 17(3):900. https://doi.org/10.3390/su17030900
Chicago/Turabian StyleDurrani, Naureen, and Zhadyra Makhmetova. 2025. "A Multi-Layered Socio-Ecological Framework for Investigating Teacher Well-Being: Key Predictors and Protective Factors" Sustainability 17, no. 3: 900. https://doi.org/10.3390/su17030900
APA StyleDurrani, N., & Makhmetova, Z. (2025). A Multi-Layered Socio-Ecological Framework for Investigating Teacher Well-Being: Key Predictors and Protective Factors. Sustainability, 17(3), 900. https://doi.org/10.3390/su17030900