| Literature DB >> 31913494 |
Aya Isumi1,2, Takeo Fujiwara1, Hirotaka Kato2,3, Taishi Tsuji4, Daisuke Takagi5, Naoki Kondo5, Katsunori Kondo4,6.
Abstract
Importance: Childhood maltreatment can have significant consequences on health through the life course, but its association with health care costs in later life is not widely known. Objective: To assess whether a history of childhood maltreatment is associated with additional medical costs among older adults in Japan. Design, Setting, and Participants: This population-based cross-sectional study used data from the Japan Gerontological Evaluation Study, 2013, linked with national health insurance claims data from April 2012 to March 2014 for 1 municipality that participated in the Japan Gerontological Evaluation Study, 2013. The municipality had more than 1.5 million residents, and 978 independent individuals aged 65 to 75 years were included in the analysis. Data were analyzed from October 2017 to February 2019. Exposures: Childhood maltreatment, including physical abuse, emotional neglect, emotional abuse, and witnessing intimate partner violence. Main Outcomes and Measures: Mean annual medical costs between April 2012 and March 2013 and between April 2013 and March 2014.Entities:
Mesh:
Year: 2020 PMID: 31913494 PMCID: PMC6991253 DOI: 10.1001/jamanetworkopen.2019.18681
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Figure. Flowchart of Study Participants
Fiscal year (FY) was defined as April to March. JAGES indicates the Japan Gerontological Evaluation Study.
Characteristics of the 978 Participants
| Characteristic | No. (%) | ||||
|---|---|---|---|---|---|
| Total (N = 978) | Child Maltreatment History | ||||
| None (n = 802) | Any (n = 176) | ||||
| Age, y | |||||
| Mean (SD) | 70.6 (2.9) | 70.7 (2.9) | 70.3 (2.8) | .046 | |
| Range | 65-75 | 65-75 | 65-75 | NA | |
| Sex | |||||
| Men | 426 (43.6) | 335 (41.8) | 91 (51.7) | .06 | |
| Women | 540 (55.2) | 457 (57.0) | 83 (47.2) | ||
| Missing | 12 (1.2) | 10 (1.2) | 2 (1.1) | NA | |
| Education, y | |||||
| <6 | 6 (0.6) | 4 (0.5) | 2 (1.1) | .01 | |
| 6-9 | 232 (23.7) | 175 (21.8) | 57 (32.4) | ||
| 10-12 | 424 (43.4) | 348 (43.4) | 76 (43.2) | ||
| ≥13 | 307 (31.4) | 266 (33.2) | 41 (23.3) | ||
| Other | 2 (0.2) | 2 (0.2) | 0 | ||
| Missing | 7 (0.7) | 7 (0.9) | 0 | NA | |
| Employment | |||||
| Working | 183 (18.7) | 146 (18.2) | 37 (21.0) | .55 | |
| Retired | 655 (67.0) | 537 (67.0) | 118 (67.0) | ||
| Never employed | 110 (11.2) | 95 (11.8) | 15 (8.5) | ||
| Missing | 30 (3.1) | 24 (3.0) | 6 (3.4) | NA | |
| Longest-held occupation | |||||
| Specialist or technician | 188 (19.2) | 155 (19.3) | 33 (18.8) | .16 | |
| Manager | 66 (6.7) | 56 (7.0) | 10 (5.7) | ||
| Clerical worker | 204 (20.9) | 172 (21.4) | 32 (18.2) | ||
| Sales or service job | 208 (21.3) | 166 (20.7) | 42 (23.9) | ||
| Manual labor | 86 (8.8) | 66 (8.2) | 20 (11.4) | ||
| Agriculture, forestry, or fisheries | 8 (0.8) | 7 (0.9) | 1 (0.6) | ||
| Self-employed | 23 (2.4) | 18 (2.2) | 5 (2.8) | ||
| Other | 73 (7.5) | 53 (6.6) | 20 (11.4) | ||
| Never had a job | 51 (5.2) | 47 (5.9) | 4 (2.3) | ||
| Missing | 71 (7.3) | 62 (7.7) | 9 (5.1) | NA | |
| Marital status | |||||
| Married | 741 (75.8) | 613 (76.4) | 128 (72.7) | .27 | |
| Divorced | 129 (13.2) | 105 (13.1) | 24 (13.6) | ||
| Widowed | 48 (4.9) | 34 (4.2) | 14 (8.0) | ||
| Never married | 44 (4.5) | 35 (4.4) | 9 (5.1) | ||
| Other | 7 (0.7) | 7 (0.9) | 0 | ||
| Missing | 9 (0.9) | 8 (1.0) | 1 (0.6) | NA | |
| Annual household income in millions, ¥ | |||||
| <1.5 | 146 (14.9) | 114 (14.2) | 32 (18.2) | .31 | |
| 1.5-2.9 | 368 (37.6) | 296 (36.9) | 72 (40.9) | ||
| 3.0-4.9 | 260 (26.6) | 218 (27.2) | 42 (23.9) | ||
| ≥5.0 | 136 (13.9) | 118 (14.7) | 18 (10.2) | ||
| Missing | 68 (7.0) | 56 (7.0) | 12 (6.8) | NA | |
| Living status | |||||
| Alone | 153 (15.6) | 117 (14.6) | 36 (20.5) | .27 | |
| With family | 767 (78.4) | 638 (79.6) | 129 (73.3) | ||
| Other | 15 (1.5) | 12 (1.5) | 3 (1.7) | ||
| Missing | 43 (4.4) | 35 (4.4) | 8 (4.5) | NA | |
| Self-rated health | |||||
| Excellent | 121 (12.4) | 112 (14.0) | 9 (5.1) | <.001 | |
| Good | 686 (70.1) | 567 (70.7) | 119 (67.6) | ||
| Fair | 126 (12.9) | 88 (11.0) | 38 (21.6) | ||
| Poor | 15 (1.5) | 10 (1.2) | 5 (2.8) | ||
| Missing | 30 (3.1) | 25 (3.1) | 5 (2.8) | NA | |
| Smoking | |||||
| Current | 107 (10.9) | 84 (10.5) | 23 (13.1) | .15 | |
| Former | 149 (15.2) | 114 (14.2) | 35 (19.9) | ||
| No | 714 (73.0) | 597 (74.4) | 117 (66.5) | ||
| Missing | 8 (0.8) | 7 (0.9) | 1 (0.6) | NA | |
| Alcohol use | |||||
| Current | 394 (40.3) | 322 (40.1) | 72 (40.9) | .98 | |
| Former | 48 (4.9) | 39 (4.9) | 9 (5.1) | ||
| No | 527 (53.9) | 434 (54.1) | 93 (52.8) | ||
| Missing | 9 (0.9) | 7 (0.9) | 2 (1.1) | NA | |
| Disease history | |||||
| High blood pressure | 364 (37.2) | 305 (38.0) | 59 (33.5) | .26 | |
| Stroke | 30 (3.1) | 23 (2.9) | 7 (4.0) | .44 | |
| Heart disease | 83 (8.5) | 70 (8.7) | 13 (7.4) | .56 | |
| Diabetes | 122 (12.5) | 93 (11.6) | 29 (16.5) | .08 | |
| Hyperlipidemia, ie, lipid abnormality | 146 (14.9) | 119 (14.8) | 27 (15.3) | .87 | |
| Respiratory disease | 43 (4.4) | 34 (4.2) | 9 (5.1) | .61 | |
| Gastrointestinal, liver, or gallbladder disease | 77 (7.9) | 59 (7.4) | 18 (10.2) | .20 | |
| Kidney or prostate gland disease | 57 (5.8) | 38 (4.7) | 19 (10.8) | .002 | |
| Musculoskeletal disease | 99 (10.1) | 74 (9.2) | 25 (14.2) | .047 | |
| Traumatic injury | 19 (1.9) | 17 (2.1) | 2 (1.1) | .39 | |
| Cancer | 44 (4.5) | 33 (4.1) | 11 (6.3) | .22 | |
| Blood or immune system disease | 14 (1.4) | 13 (1.6) | 1 (0.6) | .29 | |
| Depression | 10 (1.0) | 7 (0.9) | 3 (1.7) | .32 | |
| Dementia | 6 (0.6) | 5 (0.6) | 1 (0.6) | .93 | |
| Parkinson disease | 3 (0.3) | 3 (0.4) | 0 | .42 | |
| Eye disease | 171 (17.5) | 134 (16.7) | 37 (21.0) | .17 | |
| Ear disease | 51 (5.2) | 39 (4.9) | 12 (6.8) | .29 | |
| Other diseases | 86 (8.8) | 66 (8.2) | 20 (11.4) | .18 | |
| Witnessing IPV | |||||
| Yes | 44 (4.5) | NA | NA | NA | |
| Missing | 8 (0.8) | NA | NA | NA | |
| Physical abuse | |||||
| Yes | 19 (1.9) | NA | NA | NA | |
| Missing | 11 (1.1) | NA | NA | NA | |
| Emotional neglect | |||||
| Yes | 104 (10.6) | NA | NA | NA | |
| Missing | 16 (1.6) | NA | NA | NA | |
| Emotional abuse | |||||
| Yes | 56 (5.7) | NA | NA | NA | |
| Missing | 14 (1.4) | NA | NA | NA | |
| Childhood maltreatment types, No. | |||||
| ≥2 | 36 (3.7) | NA | NA | NA | |
| 1 | 140 (14.3) | NA | NA | NA | |
| 0 | 802 (82.0) | NA | NA | NA | |
Abbreviations: IPV, intimate partner violence; NA, not applicable.
Age was missing for 15 participants (1.5%).
Currency exchange rate is US$0.0092 per ¥1 (as of December 9, 2019).
Co-occurrence of Childhood Maltreatment
| Childhood Maltreatment | Sample Size, No. | No. (%) | ||||
|---|---|---|---|---|---|---|
| Witness of IPV | Physical Abuse | Emotional Neglect | Emotional Abuse | Any 1 Additional Childhood Maltreatment | ||
| Witness of IPV | 44 | NA | 5 (11.4) | 10 (22.7) | 5 (11.4) | 8 (18.2) |
| Physical abuse | 19 | 5 (26.3) | NA | 10 (52.6) | 11 (57.9) | 8 (42.1) |
| Emotional neglect | 104 | 10 (9.6) | 10 (9.6) | NA | 21 (20.2) | 23 (22.1) |
| Emotional abuse | 56 | 5 (8.9) | 11 (19.6) | 21 (37.5) | NA | 19 (33.9) |
Abbreviations: IPV, intimate partner violence; NA, not applicable.
Unadjusted Annual Medical Costs With and Without History of Child Maltreatment, by Type of Childhood Maltreatment
| History of Childhood Maltreatment | No. | Mean (SD), ¥ | Difference (95% CI), ¥ | |
|---|---|---|---|---|
| Yes | 176 | 549 468 (577 055) | 136 456 (38 155 to 234 757) | .007 |
| No | 802 | 413 013 (704 002) | ||
| Yes | 44 | 435 855 (608 790) | –2604 (−186 186 to 180 979) | .98 |
| No | 926 | 438 459 (549 975) | ||
| Yes | 19 | 726 254 (824 506) | 295 148 (206 031 to 569 693) | .04 |
| No | 948 | 431 106 (598 811) | ||
| Yes | 104 | 573 481 (704 912) | 161 400 (42 779 to 280 021) | .008 |
| No | 858 | 412 082 (565 609) | ||
| Yes | 56 | 493 650 (670 280) | 59 649 (−103 869 to 223 167) | .47 |
| No | 908 | 434 001 (600 984) | ||
| ≥2 | 36 | 509 464 (601 267) | 96 452 (−110 575 to 303 479) | .35 |
| 1 | 140 | 559 755 (729 677) | 146 742 (18 537 to 274 948) | .03 |
| 0 | 802 | 413 013 (577 055) | NA | NA |
Abbreviations: IPV, intimate partner violence; NA, not applicable.
Currency exchange rate is US$0.0092 per ¥1 (as of December 9, 2019).
Missing values were excluded for t tests.
Average Marginal Effects of Childhood Maltreatment on Annual Medical Costs
| Adjustment | AME (SE) [95% CI] | |
|---|---|---|
| Model 1 | Model 2 | |
| Any childhood abuse | 116 098 (53 620) [11 004 to 221 192] | 101 214 (53 961) [–4548 to 206 977] |
| Age | 22 509 (6318) [10 126 to 34 892] | 19 060 (6323) [6666 to 31 454] |
| Women | 0 [Reference] | 0 [Reference] |
| Men | 163 405 (40 780) [83 477 to 243 332] | 131 737 (40 082) [53 179 to 210 296] |
| Kidney or prostate gland disease | NA | 346 100 (130 765) [89 806 to 602 394] |
| Musculoskeletal disease | NA | 77 446 (52 332) [–25 123 to 180 016] |
| Witness of IPV | 4968 (72 119) [–136 382 to 146 318] | NA |
| Age | 21 281 (6586) [8372 to 34 190] | NA |
| Women | 0 [Reference] | NA |
| Men | 179 378 (41 381) [98 273 to 260 483] | NA |
| Physical abuse | 274 158 (210 099) [–137 629 to 685 946] | 81 912 (149 570) [–211 240 to 375 063] |
| Age | 22 696 (6370) [10 212 to 35 180] | 21 449 (6326) [9051 to 33 847] |
| Women | 0 [Reference] | 0 [Reference] |
| Men | 170 938 (41 384) [89 828 to 252 048] | 148 027 (39 759) [70 101 to 225 953] |
| Stroke | NA | 310 256 (147 798) [20 576 to 599 935] |
| Cancer | NA | 655 566 (142 776) [375 730 to 935 402] |
| Emotional neglect | 123 765 (66 083) [–5756 to 253 286] | 108 215 (66 279) [–21 689 to 238 119] |
| Age | 21 615 (6186) [9491 to 33 739] | 19 367 (6181) [7252 to 31 481] |
| Women | 0 [Reference] | 0 [Reference] |
| Men | 166 334 (39 587) [88 744 to 243 923] | 138 589 (38 679) [62 779 to 214 399] |
| Kidney or prostate gland disease | NA | 262 259 (117 263) [32 429 to 492 089] |
| Depression | NA | 82 608 (88 717) [–91 274 to 256 491] |
| Emotional abuse | 54 540 (94 798) [–131 260 to 240 339] | NA |
| Age | 22 102 (6423) [9514 to 34 690] | NA |
| Women | 0 [Reference] | NA |
| Men | 172 635 (41 571) [91 158 to 254 111] | NA |
| Childhood maltreatment types, No. | NA | |
| 0 | 0 [Reference] | NA |
| 1 | 122 173 (58 373) [7763 to 236 582] | NA |
| ≥2 | 92 150 (118 639) [–140378 to 324 677] | NA |
| Age | 22 390 (6274) [10 093 to 34 687] | NA |
| Women | 0 [Reference] | NA |
| Men | 163 110 (40 684) [83 370 to 242 848] | NA |
Abbreviations: AME, average marginal effect; IPV, intimate partner violence; NA, not applicable.
Calculated with delta method. Currency exchange rate is US$0.0092 per ¥1 (as of December 9, 2019).
Adjusted for age and sex.
Adjusted for older adults’ age, sex, and diseases associated with each type of childhood maltreatment.
Because t tests were not significant, model 2 was not run for this type of childhood maltreatment.