Custodial Grandchildren’s School Attendance and Academic Performance during COVID-19: The Role of Technology
Abstract
:1. Introduction
1.1. Grandfamiles in the United States
1.2. Access to Technology, Comfort Level with Technology, and Grandchildren’s Educational Outcomes
1.3. Purpose of the Study
2. Methods
2.1. Study Design
2.2. Sample Selection
2.3. Measures
2.4. Control Variables
2.5. Data Analysis
3. Results
3.1. Descriptive Results
3.2. Ordered Logistic Regression Results
3.2.1. Outcome: School Attendance
3.2.2. Outcome: Academic Performance
4. Discussion
4.1. Limitations
4.2. Implications for Research
4.3. Implications for Practice
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. Scale Reliability
Item | N | Sign | Item-Test Correlation | Item-Rest Correlation | Average Interitem Covariance | Alpha |
---|---|---|---|---|---|---|
The internet connection at my home is fast and reliable | 209 | + | 0.84 | 0.67 | 0.58 | 0.57 |
Technologies often fail when I am trying to support my grandchild’s learning | 209 | + | 0.73 | 0.47 | 0.76 | 0.69 |
My grandchild has access to a device at home that we can use to access everything needed for school | 209 | + | 0.74 | 0.54 | 0.76 | 0.65 |
When there is a problem with a technological tool, my grandchild receives quick and effective assistance from the school or another source | 209 | + | 0.66 | 0.40 | 0.90 | 0.73 |
Test scale | 0.75 | 0.73 |
Item | N | Sign | Item-Test Correlation | Item-Rest Correlation | Average Interitem Covariance | Alpha |
---|---|---|---|---|---|---|
I feel confident about my ability to use a computer. | 209 | + | 0.90 | 0.82 | 0.72 | 0.78 |
I feel confident about my ability to use a smartphone. | 209 | + | 0.86 | 0.77 | 0.82 | 0.81 |
I feel confident about my ability to use a computer tablet (e.g., iPad). | 209 | + | 0.91 | 0.83 | 0.70 | 0.77 |
It is easy for me to find and use new learning resources, websites and apps to support my grandchild’s learning | 209 | + | 0.74 | 0.50 | 0.91 | 0.93 |
Test scale | 0.79 | 0.86 |
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Variable | n | %/Mean (SD) |
---|---|---|
Academic performance | ||
Very poor/poor | 21 | 10.05% |
Average | 46 | 22.01% |
Good/very good | 142 | 67.94% |
School attendance | ||
Very poor/poor | 18 | 8.61% |
Average | 34 | 16.27% |
Good/very good | 157 | 75.12% |
Stable access to the technology | 209 | 4.59 (1.02) |
The comfort level with technology | 209 | 4.95 (0.96) |
Grandchild race | ||
White and non-Hispanic | 122 | 58.37% |
Black and non-Hispanic | 57 | 27.27% |
Other | 30 | 14.35% |
Grandchild gender | ||
Male | 107 | 51.20% |
Female | 102 | 48.80% |
Grandchild age | 208 | 9.89 (3.56) |
Grandchild grade | ||
Preschool or kindergarten | 21 | 10.19% |
Elementary school | 120 | 58.25% |
Middle school | 27 | 13.11% |
High school | 38 | 18.45% |
Grandchild disability | ||
Yes | 23 | 11.00% |
No | 186 | 89.00% |
Grandchildren’s educational assistance needs | ||
Yes | 109 | 52.15% |
No | 100 | 47.85% |
Grandparent race | ||
White and non-Hispanic | 129 | 62.93% |
Black and non-Hispanic | 54 | 26.34% |
Other | 22 | 10.73% |
Grandparent gender | ||
Male | 70 | 33.49% |
Female | 139 | 66.51% |
Grandparent age | 209 | 56. 86 (8.82) |
Grandparent education | ||
Some college and above | 141 | 72.31% |
High/technical school and below | 54 | 27.68% |
Grandparent income | ||
$0–$25,000 | 28 | 13.40% |
$25,000–$40,000 | 50 | 23.92% |
>$40,000 | 131 | 62.68% |
Data source | ||
South Carolina data | 60 | 28.71% |
Qualtrics Panels data | 149 | 71.29% |
Correlation between grandchildren’s school attendance and academic performance | r = 0.42 | p < 0.001 |
School Attendance | Academic Performance | |||||
---|---|---|---|---|---|---|
Variable | Odds Ratio | p | [95% CI] | Odds Ratio | p | [95% CI] |
Stable access to technology | 1.54 | 0.048 | [1.00, 2.39] | 1.53 | 0.048 | [1.00, 2.32] |
The comfort level with technology | 2.18 | 0.003 | [1.31, 3.61] | 1.67 | 0.030 | [1.05, 2.67] |
Grandchild race (ref: White) | ||||||
Black | 1.60 | 0.669 | [0.19, 13.66] | 2.55 | 0.397 | [0.29, 22.35] |
Other | 0.28 | 0.077 | [0.07, 1.15] | 1.44 | 0.646 | [0.30, 6.78] |
Grandchild gender (ref: male) | 1.46 | 0.365 | [0.64, 3.31] | 1.49 | 0.309 | [0.69, 3.18] |
Grandchild age | 0.88 | 0.282 | [0.71, 1.11] | 1.07 | 0.421 | [0.91, 1.26] |
Grandchild grade (ref: preschool or kindergarten) | ||||||
Elementary school | 0.40 | 0.360 | [0.06, 2.86] | 0.51 | 0.341 | [0.13, 2.05] |
Middle school | 0.42 | 0.529 | [0.03, 6.17] | 0.40 | 0.350 | [0.06, 2.76] |
High school | 0.53 | 0.678 | [0.03, 10.50] | 0.37 | 0.372 | [0.04, 3.30] |
Grandchild disability (ref: no) | 0.43 | 0.125 | [0.15, 1.26] | 0.11 | <0.001 | [0.04, 0.31] |
Grandchild educational assistance need (ref: no) | 1.08 | 0.867 | [0.43, 2.73] | 1.22 | 0.663 | [0.50, 3.00] |
Grandparent race (ref: white) | ||||||
Black | 1.63 | 0.677 | [0.16, 16.07] | 0.26 | 0.244 | [0.03, 2.53] |
Other | 1.30 | 0.731 | [0.29, 5.88] | 0.91 | 0.907 | [0.17, 4.72] |
Grandparent gender (ref: male) | 0.60 | 0.267 | [0.24, 1.48] | 0.48 | 0.088 | [0.20, 1.12] |
Grandparent age | 0.88 | 0.282 | [0.71, 1.11] | 0.98 | 0.402 | [0.94, 1.03] |
Grandparent education (ref: some college and above) | 0.96 | 0.429 | [0.40, 2.30] | 0.78 | 0.553 | [0.34, 1.78] |
Grandparent income (ref: $0–$25,000) | ||||||
$25,000–$40,000 | 0.29 | 0.100 | [0.07, 1.26] | 0.93 | 0.909 | [0.28, 3.15] |
>$40,000 | 0.52 | 0.359 | [0.13, 2.10] | 0.85 | 0.779 | [0.28, 2.60] |
Data source: Qualtrics Panels data (ref: South Carolina data) | 3.33 | 0.043 | [1.04, 10.70] | 1.05 | 0.924 | [0.36, 3.05] |
Model fit | LR chi2(19) = 57.30 Prob > chi2 = 0.0000 | Log likelihood = −109.05 | Pseudo R2 = 0.2081 | LR chi2(17) = 51.03 Prob > chi2 = 0.0001 | Log likelihood = −124.20318 | Pseudo R2 = 0.1704 |
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Share and Cite
Xu, Y.; Harrison, T.M.; Chan, A.C.Y.; Lewis, A.A.; Levkoff, S.E.; Kunz, G.M. Custodial Grandchildren’s School Attendance and Academic Performance during COVID-19: The Role of Technology. Societies 2023, 13, 215. https://doi.org/10.3390/soc13100215
Xu Y, Harrison TM, Chan ACY, Lewis AA, Levkoff SE, Kunz GM. Custodial Grandchildren’s School Attendance and Academic Performance during COVID-19: The Role of Technology. Societies. 2023; 13(10):215. https://doi.org/10.3390/soc13100215
Chicago/Turabian StyleXu, Yanfeng, Theresa M. Harrison, Athena C. Y. Chan, Ashlee A. Lewis, Sue E. Levkoff, and Gina M. Kunz. 2023. "Custodial Grandchildren’s School Attendance and Academic Performance during COVID-19: The Role of Technology" Societies 13, no. 10: 215. https://doi.org/10.3390/soc13100215
APA StyleXu, Y., Harrison, T. M., Chan, A. C. Y., Lewis, A. A., Levkoff, S. E., & Kunz, G. M. (2023). Custodial Grandchildren’s School Attendance and Academic Performance during COVID-19: The Role of Technology. Societies, 13(10), 215. https://doi.org/10.3390/soc13100215