| Literature DB >> 35399084 |
Mats Nylén-Eriksen1, Mariela Loreto Lara-Cabrera2,3,4, Ellen Karine Grov5, Hanne Skarsvaag6, Irene Lie7, Tone Dahl-Michelsen8, Torill Margaret Sæterstrand5, Arthur Mandahl6,9, Hege Hafstad9, Mona Breding Lersveen6,9, Ann Kristin Bjørnnes5.
Abstract
INTRODUCTION: The current COVID-19 pandemic interferes with family lives across the world, particularly families of children with neurodevelopmental disorders (NDDs) are at a greater risk for being negatively impacted by the pandemic. Together with representatives from this caregiver population the aim was to explore the interference associated with normal family life caused by the COVID-19 pandemic.Entities:
Keywords: ADHD; ASD; COVID-19; Family life; Family life interference; Informal caregiver; NDD; Neurodevelopmental disorder
Mesh:
Year: 2022 PMID: 35399084 PMCID: PMC8994698 DOI: 10.1186/s12913-022-07836-3
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Hypothesis testing and decision
| Null Hypothesis | Test | Sig | Decision | |
|---|---|---|---|---|
| 1 | There is no difference between the families experienced COVID-19 family life interference and those that did not regarding their financial concerns due to lost income as a result of the lockdown | Pearson Chi-square (χ2) | 0.000 | Reject the null hypothesis |
| 2 | There is no difference between the families experienced COVID-19 family life interference and those that did not regarding either increased conflict at home or anxious child as a result of the lockdown (i.e., closing of school, kindergartens) | Pearson Chi-square (χ2) | 0.000 | Reject the null hypothesis |
| 3 | There is a difference between the families experienced COVID-19 family life interference and those that did not regarding either ‘the lockdown resulting in staying home to home-school their child’, ‘the schools/kindergarten facilitating for educational support for the child’ or ‘the caregivers receiving support and guidance on how to help their child’ during the home-schooling | Pearson Chi-square (χ2) | 0.000 0.008 0.022 | Reject the null hypothesis |
| 4 | There is no association between which county the respondents reside in and COVID-19 family life interference | Backwards logistic regression | Reject the null hypothesis | |
| 5 | There is no association between financial concerns and COVID-19 family life interference | Backwards logistic regression | Reject the null hypothesis | |
| 6 | There is no association between either increased conflict at home or anxious child as a result of the lockdown (i.e., closing of school, kindergartens) and COVID-19 family life interference | Backwards logistic regression | Reject the null hypothesis | |
| 7 | There is no association between either ‘the lockdown resulting in staying home to home-school their child’, ‘the schools/kindergarten facilitating for educational support for the child’ or ‘the caregivers receiving support and guidance on how to help their child’ during the home-schooling and COVID-19 family life interference | Backwards logistic regression | Retain the null hypothesis |
Construction of the COVID-19 family life interference output variable
| Quantitative categories | Example quote: |
|---|---|
“Higher levels of conflict, everyone is tired. We as parents have to juggle work, studies, and follow-up of our children are severely affected psychologically.” “My partner avoids coming home from work, so I am left with the whole job alone. I think the child and I have managed something good. Some days are heavier than others, but it helps when the sun peeks out.” “Very bad. Everything is at the breaking point!!!” “For the better for the child with problem. Soon, the rest of the family will no longer survive.” “Many conflicts between everyone. Meltdowns, tantrums, smashing of houses and objects.” “We are alone. Our child is lonely.” “Parents have lost their much needed “breathing room” as a result of being together 24/7.” “Increased conflict level, more strain on caregivers who must carry out new roles such as being a teacher, in addition to doing our normal jobs in home office.” “Hopeless chaos within the house´ four walls.” “Catastrophically. Nearing marital breakdown and sibling conflict increased to an unmanageable level.” | |
“We've had more time together.” “The family has become closer.” “We have a calmer and more harmonious everyday life.” “Exclusively positive.” “We have played more. Collaborate better. Talked more and relaxed more. Nice to get more insight into the schoolwork.” “It has gone well. We are a family that is used to being together and at home from before.” “This has been good to us, experienced less stress due to more flexible time management.” “Nothing has changed.” “For the better. Child has been doing great work in home school.” “Pretty good actually.” “Increased familial unity, many good family activities and more time together.” |
We systemized the answers to the open-ended question; “How has the isolation affected you as a family” into the two categories “family life interference” and “no family life interference” using inductive content analysis
The distribution of the independent variables’ frequencies from the total sample (N = 1186) and on the dependent variable “Family life interference” (n = 956)a
| 0.261 | ||||
Oslo Viken Møre and Romsdal Agder Rogaland Trøndelag Vestland Nordland Troms and Finnmark Vestfold and Telemark Innland Not responded | 100 (8.4) 222 (18.7) 72 (6.1) 57 (4.8) 103 (8.7) 91 (7.7) 132 (11.1) 40 (3.4) 52 (4.4) 76 (6.4) 79 (6.7) 162 (13.7) | 32 (6.8) 91 (19.4) 29 (6.2) 20 (4.3) 47 (10) 38 (8.1) 54 (11.5) 18 (3.8) 20 (4.3) 36 (7.7) 35 (7.5) 48 (10.3) | 55 (11.3) 88 (18) 33 (6.8) 25 (5.1) 34 (7) 36 (7.4) 48 (9.8) 21 (4.3) 22 (4.5) 26 (5.3) 35 (7.2) 65 (13.3) | |
| 0.760 | ||||
No Yes | 550 (46.4) 628 (53) | 204 (43.9) 261 (56.1) | 218 (44.9) 268 (55.1) | |
| 0.006 | ||||
No Yes | 1002 (84.5) 180 (15.2) | 418 (89.3) 50 (10.7) | 405 (83.2) 82 (16.8) | |
| 0.000 | ||||
No Yes | 892 (75.2) 290 (24.5) | 390 (83.3) 78 (16.7) | 347 (71.3) 140 (28.7) | |
| 0.000 | ||||
No Yes | 508 (42.8) 673 (56.7) | 221 (47.4) 245 (52.6) | 166 (34.2) 320 (65.8) | |
| 0.097 | ||||
No Yes | 401 (33.8) 774 (65.3) | 150 (32.1) 317 (67.9) | 181 (37.2) 305 (62.8) | |
| 0.008 | ||||
No Partially Yes | 401 (33.8) 514 (43.3) 260 (21.9) | 143 (30.6) 202 (43.3) 122 (26.1) | 177 (36.3) 222 (45.6) 88 (18.1) | |
| 0.022 | ||||
No Yes | 945 (79.7) 218 (18.4) | 359 (77.5) 104 (22.5) | 403 (83.4) 80 (16.6) | |
| 0.202 | ||||
No Yes | 986 (83.1) 186 (15.7) | 396 (85.2) 69 (14.8) | 399 (82.1) 87 (17.9) | |
| 0.000 | ||||
No A little Yes | 641 (54) 355 (29.9) 178 (15) | 321 (68.6) 117 (25) 30 (6.4) | 202 (41.6) 163 (33.5) 121 (24.9) | |
| 0.596 | ||||
No Yes | 346 (29.2) 831 (70.1) | 136 (29.1) 331 (70.9) | 134 (27.6) 352 (72.4) | |
| 0.000 | ||||
No A little Yes | 512 (43.2) 322 (27.2) 343 (28.9) | 323 (69) 104 (22.2) 41 (8.8) | 88 (18.1) 156 (32.1) 242 (49.8) | |
| 0.000 | ||||
No Yes | 810 (68.3) 366 (30.9) | 346 (74.2) 120 (25.8) | 293 (60) 195 (40) |
aThe 230 respondents missing from the output variable is due to lack of answering the open-ended question. bChild and Adolescent Psychiatry Unit [in Norwegian BUP]. The p-values were derived from the Pearson Chi-square test for independence
Logistic Regression; Backward Stepwise elimination
| Viken | .563* [.333, .951] | .577 [.299, 1.113] | .549 [.286, 1.053] | .585 [.307, 1.155] | .579 [.305, 1.098] | .578 [.305, 1.096] |
| Møre and Romsdal | .662 [.341, 1.284] | .863 [.380, 1.960] | .838 [.370, 1.895] | .840 [.4374, 1.890] | .788 [.354, 1.753] | .783 [.353, 1.740] |
| Agder | .727 [.350, 1.512] | .767 [.305, 1.929] | .718 [.286, 1.802] | .752 [.303, 1.868] | .763 [.307, 1.897] | .755 [.304, 1.879] |
| Rogaland | .421* [.226, .783] | .475 [.218, 1.036] | .447* [.207, .969] | .455* [.211, 980] | .439* [.204, .944] | .436* [.203, .937] |
| Trøndelag | .551* [.293, 1.036] | .560 [.253, 1.243] | .519 [235, 1.144] | .546 [.250,1.191] | .530 [.244, 1.151] | .528 [.243, 1.148] |
| Vestland | .517* [.288, .927] | .595 [.288, 1.231] | .563 [274, 1.159] | .575 [.281, 1.179] | .567 [.277, 1.161] | .568 [.278, 1.161] |
| Nordland | .679 [.316, 1.460] | .729 [.272, 1.953] | .692 [.259, 1.847] | .774 [.295, 2.033] | .835 [.326, 2.138] | .831 [.324, 2.134] |
| Troms and Finnmark | .640 [.304, 1.350] | .724 [.289, 1.813] | .715 [.287, 1.781] | .676 [.277, 1.652] | .668 [.273, 1.633] | .679 [.278, 1.654] |
| Vestfold and Telemark | .420* [.216, .818] | .302* [.129, .705] | .291** [.126, .675] | .311** [.135, .715] | .295** [.129, .676] | .297** [.130, .680] |
| Innlandet | .582 [.307, 1.103] | .789 [.346, 1.795] | .748 [.332, 1.687] | .750 [.340, 1.654] | .759 [.344, 1.671] | .714 [.326, 1.561] |
| Not responded | .788 [.444, 1.398] | 1.066 [.529, 2.150] | 1.017 [.507, 2.040] | .1.029 [.515, 2.056] | 1.049 [.526, 2.089] | 1.041 [.523, 2.070] |
| 2.017*** [1.476, 2.757] | 1.761* [1.141, 2.717] | 1.853** [1.244, 2.761] | 1.797** [1.215, 2.658] | 1.819** [1.231, 2.688] | 1.828** [1.237, 2.701] | |
| A little | 2.214*** [1.647, 2.975] | 1.526 *[1.062, 2.194] | 1.548* [1.079, 2.222] | 1.537* [1.074, 2.199] | 1.591* [1.116, 2.269] | 1.606* [1.127, 2.289] |
| Yes | 6.409*** [4.141, 9.920] | 2.657*** [1.572, 4.491] | 2.601*** [1.547, 4.373] | 2.688*** [1.604, 4.504] | 2.758*** [1.647, 4.618] | 2.796*** [1.671, 4.677] |
| A little | 5.506*** [3.910, 7.752] | 4.915*** [3.376, 7.156] | 4.880*** [3.362, 7.085] | 4.848*** [3.357, 7.000] | 5.038*** [.3.500, 7.252] | 4.914*** [3.422, 6.716] |
| Yes | 21.665*** [14.430, 32.525] | 17.985*** [11.507, 28.110] | 17.805*** [11.431, 27.734] | 18.077*** [11.629, 28.100] | 19.555*** [12.617, 30.307] | 19.041*** [12.344, 29.372] |
| 1.919*** [1.457, 2.528] | 1.574* [1.107, 2.239] | 1.548* [1.089, 2.199] | 1.585* [1.121, 2.241] | 1.545* [1.097, 2.176] | 1.572* [1.117, 2.213] | |
| 1.079 [.814, 1.431] | .755[.524, 1.088] | .756 [.526, 1.086] | .786 [.549, 1.125] | .831 [.584, 1.184] | ||
| 1.739*** [1.339, 2.258] | 1.317 [.926, 1.874] | 1.352 [.954, 1.918] | 1.233 [.887, 1.715] | |||
| 1.459* [1.055, 2.018] | 1.416 [.890, 2.254] | 1.482 [.958, 2.294] | 1.259 [.842, 1.882] | |||
| .961 [.744, 1.241] | .841 [.592, 1.195] | .831 [.587, 1.178] | ||||
| .799 [.566, 1.129] | .709 [.434, 1.159] | .724 [.446, 1.174] | ||||
| 1.254 [.960, 1.639] | .837 [.581, 1.207] | |||||
| Partly | .888 [.663, 1.188] | 1.029 [.697, 1.518] | ||||
| Yes | .583** [.410, .828] | .764 [.480, 1.316] | ||||
| 1.693** [1.161, 2.468] | 1.194 [.707, 2.016] | |||||
*p < 0.05; **p < 0.005; ***p < 0.001; Hosmer and Lemeshow test; p = step1:0.910 step2:0.870 step3:0.779 step4:0.900 step5:0.730 Coding of categorical variables; County (ref.) = Oslo, Educational support for child (ref.) = No, Anxious child (ref.) = No, Increased conflict (ref.) = No, Concerned about economy; 1 = Yes 0 = No, Child has a respite care scheme; 1 = Yes 0 = No, More than one child in school or kindergarten; 1 = Yes 0 = No, stay home – home schooling; 1 = Yes 0 = No, No parental guidance home schooling; 1 = No 0 = Yes, home office; 1 = Yes 0 = No, No parental support or guidance to handle everyday life; 1 = No 0 = Yes, school did not arrange with equipment; 1 = No 0 = Yes, lost income; 1 = Yes 0 = No