Assistant Professor, College of Nursing, Konyang University, Daejeon, Korea
© 2024 Korean Academy of Community Health Nursing
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Conflict of interest
The authors declared no conflict of interest.
Funding
This paper was supported by the Konyang University Research Fund in the first half of 2024 (No. 2424A0005)
Authors’ contributions
Ha Na Jeong contributed to conceptualization, data curation, formal analysis, funding acquisition, methodology, project administration, visualization, writing - original draft, review & editing, investigation, resources, software, supervision, and validation.
Data availability
Please contact the corresponding author for data availability.
Acknowledgments
None.
Variables | Categories | Total (N=1,771) | Low riska (n=937) | Moderate riskb (n=496) | High riskc (n=338) | F (post-hoc) | p |
---|---|---|---|---|---|---|---|
M±SE or Unweighted n (weighted %) | |||||||
Structural determinants | |||||||
Age | years | 76.82±0.19 | 76.36±0.27 | 77.28±0.36 | 77.45±0.45 | 3.253 (a<b, c)† | .039 |
Gender | Men | 637 (38.7) | 377 (42.3) | 178 (41.1) | 82 (24.6) | 11.77 | <.001 |
Women | 1,134 (61.3) | 560 (57.7) | 318 (58.9) | 256 (75.4) | |||
Occupation | Yes | 548 (28.7) | 320 (31.6) | 109 (2 0.9) | 119 (32.8) | 8.02 | <.001 |
No | 1,223 (71.3) | 617 (68.4) | 387 (79.1) | 219 (67.2) | |||
Education level | ≤ Primary school | 1,096 (58.2) | 543 (55.0) | 319 (58.9) | 234 (66.1) | 2.84 | .023 |
Middle school | 325 (18.9) | 182 (20.0) | 86 (17.1) | 57 (18.6) | |||
≥ High school | 350 (22.9) | 212 (25.0) | 91 (24.0) | 47 (15.3) | |||
NBLSS | Yes | 167 (9.2) | 65 (7.0) | 58 (9.6) | 44 (14.5) | 5.88 | .003 |
No | 1,604 (90.8) | 872 (93.0) | 438 (90.4) | 29 (85.5) | |||
Housing | Yes | 1,393 (77.3) | 767 (80.2) | 377 (75.9) | 249 (71.2) | 3.74 | .024 |
No | 378 (22.7) | 170 (19.8) | 119 (24.1) | 89 (28.8) | |||
Spouse | Yes | 877 (59.4) | 538 (65.9) | 229 (58.3) | 110 (42.5 | 19.25 | <.001 |
No | 894 (40.6) | 399 (34.1) | 267 (41.7) | 228 (57.5) | |||
Social capital | |||||||
Social participation | Yes | 612 (37.7) | 329 (36.9) | 168 (39.3) | 115 (37.3) | 0.29 | .745 |
No | 1,159 (62.3) | 608 (63.1) | 328 (60.7) | 223 (62.7) | |||
Social network size | Number | 4.76±0.10 | 5.13±0.14 | 4.43±0.18 | 4.25±0.19 | 8.53 (a>b, c)† | <.001 |
Intermediary determinants | |||||||
Material circumstances | |||||||
Living alone | No | 1,074 (75.9) | 642 (81.2) | 280 (74.2) | 152 (63.4) | 20.61 | <.001 |
Yes | 697 (24.1) | 295 (18.8) | 216 (25.8) | 186 (36.6) | |||
Living satisfaction | Satisfaction | 1,240 (69.4) | 700 (75.2) | 326 (65.7) | 214 (58.8) | 11.77 | <.001 |
Dissatisfaction | 531 (30.6) | 237 (24.8) | 170 (34.3) | 124 (41.2) | |||
Environmental satisfaction | Scores | 21.85±0.09 | 22.19±0.12 | 21.25±0.17 | 21.81±0.21 | 10.406 (a>b, c)† | <.001 |
Psychosocial factors | |||||||
Household debt | Yes | 354 (20.7) | 178 (19.1) | 90 (19.4) | 86 (27.5) | 11.17 | .021 |
No | 1,417 (79.3) | 759 (80.9) | 406 (80.6) | 252 (72.5) | |||
Behavioral and biological factors | |||||||
Smoking | Yes | 154 (9.7) | 84 (9.3) | 47 (11.9) | 23 (7.5) | 1.57 | .209 |
No | 1,617 (90.3) | 853 (90.7) | 449 (88.1) | 315 (92.5) | |||
Physical activity | Yes | 772 (47.8) | 408 (48.1) | 210 (47.8) | 154 (46.9) | 0.05 | .955 |
No | 999 (52.2) | 529 (51.9) | 286 (52.2) | 184 (53.1) | |||
Comorbidity | Yes | 665 (39.9) | 233 (24.8) | 272 (62.6) | 160 (47.1) | 71.92 | <.001 |
No | 1,106 (60.1) | 704 (75.2) | 224 (37.4) | 178 (52.9) |
Variables | Malnutrition | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | ||||||
OR (95% CI) | p | OR (95% CI) | p | OR (95% CI) | p | OR (95% CI) | p | OR (95% CI) | p | |
Structural determinants | ||||||||||
Age | 1.00 (0.98~1.03) | .796 | 0.99 (0.97~1.02) | .632 | 1.00 (0.97~1.02) | .708 | 0.99 (0.97~1.02) | .601 | 0.99 (0.97~1.02) | .574 |
Gender | ||||||||||
Men | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
Women | 1.75 (1.19~2.57) | .005 | 1.74 (1.18~2.55) | .005 | 1.74 (1.19~2.54) | .004 | 1.75 (1.20~2.56) | .004 | 1.80 (1.20~2.68) | .004 |
Occupation | ||||||||||
Yes | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
No | 1.19 (0.92~1.56) | .181 | 1.20 (0.93~1.57) | .162 | 1.21 (0.93~1.58) | .163 | 1.33 (1.01~1.77) | .403 | 1.11 (0.82~1.50) | .509 |
Education level | ||||||||||
≤ Primary school | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
Middle school | 1.06 (0.69~1.61) | .801 | 1.01 (0.67~1.54) | .951 | 1.00 (0.66~1.51) | .987 | 1.02 (0.67~1.55) | .928 | 1.03 (0.68~1.57) | .878 |
≥ High school | 0.75 (0.48~1.17) | .197 | 0.71 (0.45~1.12) | .145 | 0.74 (0.47~1.17) | .199 | 0.76 (0.48~1.20) | .242 | 0.77 (0.48~1.22) | .262 |
NBLSS | ||||||||||
No | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
Yes | 1.87 (1.13~3.07) | .015 | 1.82 (1.10~3.01) | .019 | 1.70 (1.02~2.82) | .043 | 1.65 (0.99~2.73) | .054 | 1.65 (0.99~2.75) | .055 |
Housing | ||||||||||
Yes | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
No | 1.16 (0.79~1.72) | .445 | 1.12 (0.75~1.65) | .584 | 0.98 (0.66~1.47) | .927 | 0.95 (0.64~1.43) | .817 | 0.94 (0.63~1.42) | .779 |
Spouse | ||||||||||
Yes | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
No | 1.81(1.27~2.58) | .001 | 1.84 (1.29~2.63) | .001 | 1.59 (0.96~2.64) | .072 | 1.65 (0.99~2.73) | .054 | 1.62 (0.97~2.71) | .063 |
Social capital | ||||||||||
Social participation | ||||||||||
Yes | 1.00 | 1.00 | 1.00 | 1.00 | ||||||
No | 1.33 (1.03~1.73) | .030 | 1.39 (1.07~1.81) | .013 | 1.42 (1.09~1.85) | .009 | 1.37 (1.04~1.80) | .027 | ||
Social network size | 0.95 (0.92~0.99) | .022 | 0.95 (0.92~0.99) | .020 | 0.95 (0.91~0.99) | .020 | 0.95 (0.91~0.99) | .017 | ||
Intermediary determinants | ||||||||||
Material circumstances | ||||||||||
Living status | ||||||||||
With someone | 1.00 | 1.00 | 1.00 | |||||||
Alone | 1.25 (0.79~1.98) | .340 | 1.16 (0.73~1.84) | .538 | 1.16 (0.72~1.85) | .543 | ||||
Living satisfaction | ||||||||||
Satisfaction | 1.00 | 1.00 | 1.00 | |||||||
Dissatisfaction | 1.61 (1.16~2.23) | .004 | 1.65 (1.18~2.29) | .003 | 1.64 (1.18~2.28) | .003 | ||||
Environmental satisfaction | 0.95 (0.92~0.99) | .006 | 0.95 (0.92~0.99) | .006 | 0.94 (0.91~0.98) | .002 | ||||
Psychosocial factors | ||||||||||
Household debt | ||||||||||
No | 1.00 | 1.00 | ||||||||
Yes | 1.59 (1.02~2.49) | .043 | 1.8 (1.07~2.62) | .024 | ||||||
Behavioral and biological factors | ||||||||||
Current smoking | ||||||||||
No | 1.00 | |||||||||
Yes | 1.6 (0.65~2.05) | .622 | ||||||||
Physical activity | ||||||||||
Yes | 1.00 | |||||||||
No | 1.08 (0.79~1.48) | .621 | ||||||||
Comorbidity | ||||||||||
No | 1.00 | |||||||||
Yes | 3.85 (2.98~4.97) | <.001 |
†one-way analysis of variance. NBLSS=National basic livelihood security system.
CI=Confidence interval; NBLSS=National basic livelihood security system; OR=Odds ratio.