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. 2019 Oct 5;29(10):377–383. doi: 10.2188/jea.JE20180055

Table 5. Effect of low income on medical and long-term care expenditures by gender.

  Men Women


Unadjusted Adjusteda Unadjusted Adjusteda




exp(β) (95% CI) P value exp(β) (95% CI) P value exp(β) (95% CI) P value exp(β) (95% CI) P value
Total: Medical and LTC services 1.29 (1.20–1.39) <0.001 1.09 (1.01–1.18) 0.024 1.45 (1.40–1.51) <0.001 1.09 (1.05–1.14) <0.001
Subtotal: Medical services 1.12 (1.03–1.21) 0.007 1.05 (0.97–1.14) 0.223 1.13 (1.08–1.18) <0.001 1.03 (0.99–1.08) 0.161
Inpatient services 1.29 (1.10–1.52) 0.002 1.20 (1.01–1.43) 0.035 1.30 (1.18–1.44) <0.001 1.16 (1.04–1.29) 0.007
– Users onlyb 1.21 (1.06–1.39) 0.005 1.15 (1.00–1.31) 0.045 1.10 (1.02–1.19) 0.016 1.06 (0.98–1.15) 0.134
Outpatient services 0.96 (0.88–1.05) 0.353 0.93 (0.85–1.01) 0.099 0.96 (0.92–1.00) 0.074 0.94 (0.90–0.98) 0.002
Pharmaceuticals and pharmacy services by community pharmacy 1.02 (0.96–1.09) 0.542 1.00 (0.94–1.07) 0.936 1.07 (1.03–1.10) <0.001 1.04 (1.01–1.07) 0.016
Subtotal: LTC services 1.86 (1.59–2.16) <0.001 2.39 (1.49–3.84) <0.001 2.02 (1.90–2.16) <0.001 1.64 (1.35–2.01) <0.001
Institutional care 2.28 (1.73–3.02) <0.001 3.01 (0.93–9.68) 0.065 2.88 (2.59–3.21) <0.001 2.75 (1.76–4.29) <0.001
– Users onlyb 1.18 (1.07–1.30) 0.001 1.13 (1.03–1.24) 0.012 1.12 (1.08–1.16) <0.001 1.10 (1.07–1.14) <0.001
Home care 1.57 (1.32–1.87) <0.001 2.10 (1.36–3.22) 0.001 1.34 (1.24–1.45) <0.001 1.19 (0.98–1.46) 0.077
– Users onlyb 1.16 (1.04–1.30) 0.009 1.11 (1.01–1.23) 0.031 1.01 (0.95–1.07) 0.751 1.03 (0.98–1.08) 0.241

CI, confidence interval; LTC, long-term care.

Generalized linear models with gamma distribution and log link function were used.

aAdjusted by 5-year age-group and LTC needs level.

bParticipants who had at least one claim submitted for inpatient services, including some surgical procedures with episode-based bundled payment, institutional care, or home care services, respectively, during the 12-month study period.