| Literature DB >> 31806030 |
Mina Moeineslam1, Parisa Amiri2, Mehrdad Karimi1,3, Sara Jalali-Farahani1, Niloofar Shiva4, Fereidoun Azizi4.
Abstract
BACKGROUND: Although several studies indicate the effects of diabetes type 2 on health-related quality of life (HRQoL) in female subjects, the related impact of the disease on HRQoL in their family members has rarely been the focus of the empirical research. In this study we aim to investigate associations between diabetes in women and the HRQoL in these women and their family members, using the structural equation modeling (SEM).Entities:
Keywords: Family members; Health-related quality of life; Structural equation modeling; Type 2 diabetes; Women
Mesh:
Year: 2019 PMID: 31806030 PMCID: PMC6896711 DOI: 10.1186/s12955-019-1252-4
Source DB: PubMed Journal: Health Qual Life Outcomes ISSN: 1477-7525 Impact factor: 3.186
Fig. 1Structural model 1: Diabetes in women and their HRQoL and their spouses considering influential variables. Standardized estimates are illustrated above pathways. * P < 0.05, ** P < 0.01. All factor loadings in measurement model of latent variables were significant (P < 0.001). Model fit indices including Chi-Square = 416.72, Degrees of Freedom (DF) = 150, Chi-Square/DF = 2.78, Standardized Root Mean Square Residual (SRMR) = 0.039, Root Mean Square Error of Approximation (RMSEA) = 0.047, Comparative Fit Index (CFI) = 0.94, Goodness of Fit Index (GFI) = 0.95, Adjusted Goodness of Fit Index (AGFI) = 0.93, Normed Fit Index (NFI) = 0.91 and Incremental Fit Index (IFI) = 0.94 display acceptable thresholds and confirm the model appropriateness
Fig. 2Structural model 2: Diabetes in women and their HRQoL and their children considering influential variables. Standardized estimates are illustrated above pathways. * P < 0.05, ** P < 0.01. All factor loadings in measurement model of latent variables were significant (P < 0.001). Model fit indices including Chi-Square = 325.10, DF = 106, Chi-Square/DF = 3.06, SRMR = 0.048, RMSEA = 0.051, CFI = 0.93, GFI = 0.96, AGFI = 0.94, NFI = 0.90 and IFI = 0.93 display acceptable thresholds and confirm the model appropriateness
Characteristics of women with and without diabetes, their spouses and children
| Variables | Total ( | Without diabetes ( | With diabetes ( | |
|---|---|---|---|---|
| Women’s Variables | ||||
| Age (y) | 41.37 ± 5.32 | 41.06 ± 5.17 | 43.87 ± 5.79 | < 0.001 |
| Education | 0.01 | |||
| Primary School | 108 (13.6) | 95 (13.5) | 13 (14.8) | |
| Secondary School | 444 (55.9) | 384 (54.4) | 60 (68.2) | |
| Higher | 242 (30.5) | 227 (32.2) | 15 (17.0) | |
| Employment | 0.13 | |||
| Housewife | 638 (80.4) | 562 (79.6) | 76 (86.4) | |
| Employed | 156 (19.6) | 144 (20.4) | 12 (13.6) | |
| Weight Status | < 0.01 | |||
| Obese | 265 (33.4) | 221 (31.3) | 44 (50.0) | |
| Non-obese | 529 (66.6) | 485 (68.7) | 44 (50.0) | |
| Spouse’s Variables | ||||
| Age (yr) | 47.24 ± 5.83 | 46.96 ± 5.68 | 49.29 ± 6.60 | < 0.01 |
| Education | 0.48 | |||
| Primary School | 123 (19.1) | 106 (18.5) | 17 (23.86) | |
| Secondary School | 320 (49.7) | 284 (49.7) | 36 (50.0) | |
| Higher | 201 (31.2) | 182 (31.8) | 19 (26.4) | |
| Employment | 0.07 | |||
| Employed | 606 (94.0) | 542 (94.6) | 64 (88.9) | |
| Unemployed | 39 (6.0) | 31 (5.4) | 8 (11.1) | |
| Child’s Variables | ||||
| Age (yr) | 13.44 ± 3.10 | 13.38 ± 3.09 | 13.93 ± 3.07 | 0.11 |
| Sex | 1.00 | |||
| Boy | 407 (51.3) | 362 (51.3) | 45 (51.1) | |
| Girl | 387 (48.7) | 344 (48.7) | 43 (48.9) | |
Data are represented as Mean ± SD or frequency (percent)
Health-related quality of life in women with and without diabetes, their spouses and children
| Variables | Total ( | Without diabetes ( | With diabetes ( | |
|---|---|---|---|---|
| Women | ||||
| PCS | 46.83 ± 8.38 | 47.12 ± 8.17 | 44.49 ± 9.66 | < 0.01 |
| Bodily Pain | 72.04 ± 23.67 | 72.53 ± 23.28 | 68.10 ± 26.40 | 0.24 |
| Role Physical | 72.80 ± 22.65 | 73.48 ± 22.51 | 67.28 ± 23.08 | 0.01 |
| Physical Functioning | 80.07 ± 25.19 | 80.76 ± 25.04 | 74.56 ± 25.89 | < 0.01 |
| General Health | 51.07 ± 21.66 | 51.60 ± 21.49 | 46.85 ± 22.60 | 0.01 |
| MCS | 46.35 ± 10.48 | 46.68 ± 10.35 | 43.74 ± 11.19 | 0.02 |
| Mental Health | 66.65 ± 20.43 | 67.06 ± 20.30 | 63.32 ± 21.27 | 0.09 |
| Social Functioning | 75.63 ± 27.86 | 76.94 ± 27.05 | 65.14 ± 31.95 | < 0.01 |
| Vitality | 59.79 ± 23.80 | 60.68 ± 23.49 | 52.70 ± 25.14 | < 0.01 |
| Role Emotional | 68.97 ± 24.34 | 69.57 ± 24.05 | 64.15 ± 26.19 | 0.05 |
| Spouses | ||||
| PCS | 49.84 ± 6.84 | 49.84 ± 6.78 | 49.85 ± 7.31 | 0.80 |
| Bodily Pain | 83.16 ± 19.82 | 83.04 ± 19.89 | 84.15 ± 19.35 | 0.64 |
| Role Physical | 85.18 ± 17.73 | 84.99 ± 17.94 | 86.73 ± 15.90 | 0.63 |
| Physical Functioning | 86.69 ± 19.49 | 89.13 ± 19.29 | 85.22 ± 20.80 | 0.01 |
| General Health | 53.97 ± 20.23 | 53.70 ± 20.09 | 56.16 ± 21.37 | 0.16 |
| MCS | 50.26 ± 9.72 | 50.25 ± 9.65 | 50.31 ± 10.18 | 0.77 |
| Mental Health | 72.84 ± 18.84 | 72.82 ± 19.06 | 73.05 ± 17.12 | 0.87 |
| Social Functioning | 82.88 ± 22.65 | 83.02 ± 22.87 | 81.68 ± 20.97 | 0.26 |
| Vitality | 69.60 ± 22.78 | 69.79 ± 22.50 | 68.04 ± 25.03 | 0.67 |
| Role Emotional | 80.02 ± 20.59 | 80.16 ± 20.45 | 78.92 ± 21.80 | 0.33 |
| Children | ||||
| PedsQL | 85.05 ± 10.66 | 85.13 ± 10.85 | 84.44 ± 9.06 | 0.21 |
| Physical | 89.85 ± 10.85 | 89.82 ± 11.04 | 90.06 ± 8.91 | 0.50 |
| Emotional | 74.04 ± 18.33 | 74.12 ± 18.47 | 73.41 ± 17.25 | 0.60 |
| Social | 88.51 ± 13.52 | 88.67 ± 13.43 | 87.27 ± 14.20 | 0.44 |
| School | 84.92 ± 13.60 | 85.08 ± 13.72 | 83.64 ± 12.54 | 0.13 |
Data are represented as Mean ± SD
Standardized coefficients (95% bootstrap-CI) of the structural model used for examining women’s diabetes status and their HRQoL related to child’s PedsQL
| Predictors | Dependent | β (95% CI) | P-value |
|---|---|---|---|
| Structural Model 1 | |||
| Women’s Age | Women’s PCS | −0.11 (−0.18, −0.03) | < 0.01 |
| Education | 0.03 (−0.05, 0.11) | 0.41 | |
| Employment | − 0.08 (− 0.15, − 0.01) | 0.04 | |
| Obesity | − 0.15 (− 0.23, − 0.07) | < 0.001 | |
| Diabetes | − 0.07 (− 0.15, 0.01) | 0.08 | |
| Women’s Age | Women’s MCS | 0.06 (− 0.02, 0.14) | 0.14 |
| Education | 0.16 (0.08, 0.24) | < 0.001 | |
| Employment | −0.06 (− 0.14, 0.02) | 0.13 | |
| Obesity | −0.03 (− 0.12, 0.05) | 0.44 | |
| Diabetes | −0.11 (− 0.19, − 0.03) | < 0.01 | |
| Women’s Age | Spouse’s PCS | − 0.03 (− 0.12, 0.06) | 0.50 |
| Education | −0.03 (− 0.11, 0.05) | 0.47 | |
| Employment | 0.03 (−0.04, 0.10) | 0.47 | |
| Diabetes | 0.03 (−0.05, 0.11) | 0.46 | |
| PCS | −0.04 (− 0.16, 0.08) | 0.53 | |
| MCS | 0.16 (0.04, 0.29) | 0.01 | |
| Women’s Age | Spouse’s MCS | −0.05 (− 0.13, 0.03) | 0.27 |
| Education | 0.03 (−0.06, 0.12) | 0.47 | |
| Employment | 0.11 (0.03, 0.19) | < 0.01 | |
| Diabetes | 0.02 (−0.06, 0.09) | 0.69 | |
| PCS | 0.03 (−0.13, 0.18) | 0.73 | |
| MCS | 0.21 (0.07, 0.36) | < 0.01 | |
| Structural Model 2 | |||
| Mother’s Age | PedsQL | −0.09 (−0.17, − 0.01) | 0.04 |
| Education | −0.01 (− 0.11, 0.08) | 0.74 | |
| Employment | 0.05 (−0.04, 0.14) | 0.27 | |
| Diabetes | 0.01 (−0.06, 0.09) | 0.72 | |
| PCS | 0.01 (−0.12, 0.13) | 0.96 | |
| MCS | 0.18 (0.04, 0.31) | 0.01 | |
| Child’s gender | −0.10 (−0.18, − 0.02) | 0.02 | |
Correlation between Maternal MCS and PCS = 0.63, P < 0.001
Correlation between Maternal age and education = − 0.12, P < 0.001
Correlation between Maternal education and employment = − 0.37, P < 0.001
Correlation between Maternal obesity and diabetes = 0.12, P < 0.001
Correlation between spouse’s MCS and PCS = 0.49, P < 0.001