| Literature DB >> 31614513 |
Su Jung Lee1, Hyun-Ju Seo2, Dong Young Lee3, So-Hyun Moon4.
Abstract
To determine whether Seoul's dementia screening program increased the rate of diagnosis and the appropriate use of healthcare services for people with dementia, a retrospective data analysis was conducted based on administrative data from the Health Insurance Review and Assessment Service. Two cohorts were constructed to represent the year before Seoul's dementia screening program began (2007) (control group) and the year after the implementation of the program (2009) (treatment group). A difference-in-difference analysis was used to compare the diagnosis rates, number of clinic visits, and dementia-related drug prescription rates for 4 districts that implemented dementia screening programs between 2007 and 2009 and 14 areas that did not. After the introduction of the program, there was a 55.4% increase in physician-diagnosed dementia. The "average drug cost per patient" increased by 52.2% (Exp(β) = 1.522, p = 0.0264), the "average outpatient visits per patient" tended to increase by 13.5% (Exp(β) = 1.135, p = 0.1852), and the "average outpatient treatment fees per visit per patient" tended to increase by 24.4% (Exp(β) = 1.244, p = 0.0821). The implementation of dementia screening programs led to an increase in healthcare service utilization. Therefore, this program was found to be an effective strategy for reducing undiagnosed dementia cases and encouraging patients to use adequate healthcare services.Entities:
Keywords: dementia; difference in difference; mass screening; policy analysis
Mesh:
Year: 2019 PMID: 31614513 PMCID: PMC6843614 DOI: 10.3390/ijerph16203837
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Overview of study design to evaluate the effects of the introduction of a dementia screening program (DSP).
(a) Participant characteristics at program introduction (2007). (b) Participant characteristics by program introduction (2009).
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| Age (years) | 75.22 (7.56) | 60–95 | 75.15 (7.65) | 60–109 | 75.15 (7.65) | 60–109 | 0.9154 (t) | |
| Age group (years) | 60–64 | 9 (8.41) | 1215 (8.76) | 1224 (8.75) | 0.9669 (c) | |||
| 65–69 | 15 (14.02) | 2261 (16.30) | 2276 (16.28) | |||||
| 70–74 | 25 (23.36) | 3074 (22.16) | 3099 (22.17) | |||||
| 75–79 | 24 (22.43) | 3181 (22.93) | 3205 (22.92) | |||||
| ≥80 | 34 (31.78) | 4143 (29.86) | 4177 (29.88) | |||||
| Sex | Male | 32 (29.91) | 4552 (32.81) | 4584 (32.79) | 0.5240 (c) | |||
| Female | 75 (70.09) | 9322 (67.19) | 9397 (67.21) | |||||
| Major diagnosis | Alzheimer’s disease | 83 (77.57) | 9248 (66.66) | 9331 (66.74) | 0.0208 (c) | |||
| Vascular dementia | 14 (13.08) | 1889 (13.62) | 1903 (13.61) | |||||
| Other dementia | 10 (9.35) | 2737(19.73) | 2747(19.65) | |||||
| Comorbidities | Hypertension | 16 (14.95) | 1305 (9.41) | 1321 (9.45) | NE | |||
| Diabetes | 4 (3.74) | 476 (3.43) | 480 (3.43) | |||||
| Depression | 16 (14.95) | 2270 (16.36) | 2286 (16.35) | |||||
| Stroke | 20 (18.69) | 1624 (11.71) | 1644 (11.76) | |||||
| Type of institution | General hospital | 52 (48.60) | 10,170 (73.30) | 10,222 (73.11) | <0.0001 (c) | |||
| Hospital | 28 (26.17) | 777 (5.60) | 805 (5.76) | |||||
| Clinic | 27 (25.23) | 2818 (20.31) | 2845 (20.35) | |||||
| Public health facility | 0 (0.00) | 109 (0.79) | 109 (0.78) | |||||
| Clinical department | Neurology | 56 (52.34) | 5729 (41.29) | 5785 (41.38) | 0.0718 (c) | |||
| Psychiatry | 37 (34.58) | 5187 (37.39) | 5224 (37.36) | |||||
| Internal medicine | 5 (4.67) | 958 (6.91) | 963 (6.89) | |||||
| General medicine | 6 (5.61) | 762 (5.49) | 768 (5.49) | |||||
| Others | 3 (2.80) | 1238 (8.92) | 1241 (8.88) | |||||
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| Age (years) | Mean (SD) | 76.49 (7.45) | 60–97 | 75.55 (7.72) | 60–110 | 75.56 (7.72) | 60–110 | 0.0557 (t) |
| Age group (years) | 60–64 | 13 (5.14) | 1996 (7.95) | 2009 (7.92) | 0.2484 (c) | |||
| 65–69 | 36 (14.23) | 3930 (15.65) | 3966 (15.63) | |||||
| 70–74 | 50 (19.76) | 5533 (22.03) | 5583 (22.00) | |||||
| 75–79 | 63 (24.90) | 5722 (22.78) | 5785 (22.80) | |||||
| ≥80 | 91 (35.97) | 7938 (31.60) | 8029 (31.65) | |||||
| Sex | Male | 73 (28.85) | 8210 (32.68) | 8283 (32.65) | 0.1960 (c) | |||
| Female | 180 (71.15) | 16,909 (67.32) | 17,089 (67.35) | |||||
| Major diagnosis | Alzheimer’s disease | 214 (84.58) | 15,676 (62.41) | 15,890 (62.63) | <0.0001 (c) | |||
| Vascular dementia | 22 (8.70) | 4271 (17.00) | 4293 (16.92) | |||||
| Other dementia | (0.00) | 5172 (20.59) | 5172 (20.38) | |||||
| Comorbidities | Hypertension | 27 (10.67) | 2563 (10.20) | 2590 (10.21) | NE | |||
| Diabetes | 9 (3.56) | 863 (3.44) | 872 (3.44) | |||||
| Depression | 52 (20.55) | 3190 (12.70) | 3242 (12.78) | |||||
| Stroke | 42 (16.60) | 3719 (14.81) | 3761 (14.82) | |||||
| Type of institution | General hospital | 110 (43.48) | 18,910 (75.28) | 19,020 (74.96) | <0.0001 (c) | |||
| Hospital | 108 (42.69) | 1121 (4.46) | 1229 (4.84) | |||||
| Clinic | 32 (12.65) | 4787 (19.06) | 4819 (18.99) | |||||
| Public health facility | 3 (1.19) | 301 (1.20) | 304 (1.20) | |||||
| Clinical department | Neurology | 155 (61.26) | 12,437 (49.51) | 12,592 (49.63) | <0.0001 (c) | |||
| Psychiatry | 73 (28.85) | 7289 (29.02) | 7362 (29.02) | |||||
| Internal medicine | 8 (3.16) | 1778 (7.08) | 1786 (7.04) | |||||
| General medicine | 11 (4.35) | 1061 (4.22) | 1072 (4.23) | |||||
| Others | 6 (2.37) | 2554 (10.17) | 2560 (10.09) | |||||
SD = Standard deviation. Percentages (%) are based on the total number of patients in each group (N). p-value: Chi-squared test (c), Fisher’s exact test (f), or two-sample t-test (t). Subjects experienced multiple events under the comorbidities category.
Healthcare service utilization before and after the introduction of the dementia screening program (difference-in-difference analysis).
| Treatment Group | Control Group | DID | DIR | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Before Period | After Period | Difference | Ratio | Before Period | After Period | Difference | Ratio | |||
| A | B | E = B − A | G | C | D | F = D − C | H | E − F | G − H | |
| Number of patients | 107 | 253 | 146.0 | 136.45 | 13,874 | 25,119 | 11,245 | 81.05 | −11,099 | 55.40 |
| Volume of healthcare service utilization | ||||||||||
| Average outpatient visits per patient | 7.67 ± 6.48 | 8.55 ± 7.13 | 0.87 | 11.37 | 4.95 ± 5.56 | 4.95 ± 5.35 | 0.00 | −0.05 | 0.88 | 11.42 |
| Prescription rate (%) | 75 (70.09) | 218 (86.17) | 143.0 | 190.67 | 7953 (57.32) | 15,738 (62.65) | 7785 | 97.89 | −7642 | 92.78 |
| Strength of healthcare service utilization | ||||||||||
| Average outpatient treatment costs per visit per patient (₩1000) | 162.61 ± 211.27 | 162.40 ± 151.82 | −0.21 | −0.13 | 232.39 ± 292.73 | 197.91 ± 224.70 | −34.48 | −14.84 | 34.27 | 14.71 |
| Average drug cost per patient (₩1000) | 586.02 ± 637.79 | 760.06 ± 539.64 | 174.04 | 29.70 | 488.43 ± 607.81 | 449.64 ± 520.37 | −38.79 | −7.94 | 212.83 | 37.64 |
| Average medication compliance per patient (%)* | 73.73 | 65.90 | −7.83 | −10.62 | 72.74 | 74.46 | 1.71 | 2.35 | −9.54 | −12.97 |
G = E/A × 100. H = F/C × 100. DID = Difference-in-difference. DIR = Difference-in-ratio. Increase rate compared to 2007: G = (B − A/A) × 100, H = (D − C/C) × 100. *Medication compliance was calculated as cumulative medication adherence (CMA).
Figure 2Outcomes of interest regarding volume of health service utilization.
Figure 3Outcomes of interest regarding strength of healthcare service utilization.
Effects of the introduction of the DSP on the healthcare utilization outcome variables.
| Variables |
|
| SE | 95% Confidence Interval | |||
|---|---|---|---|---|---|---|---|
| Lower | Upper | ||||||
| Average outpatient visits per patient | Groups | ||||||
| Control group | 1 | ||||||
| Treatment group | 0.355 | 1.426 | 0.080 | 0.198 | 0.513 | <0.0001 | |
| Period | |||||||
| 2007 | 1 | ||||||
| 2009 | 0.064 | 1.066 | 0.009 | 0.047 | 0.081 | <0.0001 | |
| Groups × Period | 0.127 | 1.135 | 0.096 | −0.061 | 0.315 | 0.1852 | |
| Prescription rate (%) | Groups | ||||||
| Control group | 1 | ||||||
| Treatment group | −0.406 | 0.206 | 0.666 | 0.4448 | 0.9974 | <0.0001 | |
| Period | |||||||
| 2007 | 1 | ||||||
| 2009 | −0.171 | 0.023 | 0.843 | 0.8062 | 0.882 | 0.0485 | |
| Groups × Period | −0.144 | 0.248 | 0.866 | 0.5329 | 1.4061 | 0.5599 | |
| Average outpatient treatment fees per visit per patient (₩1000) | Groups | ||||||
| Control group | 1 | ||||||
| Treatment group | −0.154 | 0.857 | 0.105 | −0.360 | 0.052 | 0.1435 | |
| Period | |||||||
| 2007 | 1 | ||||||
| 2009 | −0.086 | 0.918 | 0.012 | −0.108 | −0.063 | <0.0001 | |
| Groups × Period | 0.218 | 1.244 | 0.126 | −0.028 | 0.464 | 0.0821 | |
| Average drug cost per patient (₩1000) | Groups | ||||||
| Control group | 1 | ||||||
| Treatment group | 0.153 | 1.165 | 0.163 | −0.166 | 0.472 | 0.3470 | |
| Period | |||||||
| 2007 | 1 | ||||||
| 2009 | −0.073 | 0.929 | 0.019 | −0.110 | −0.037 | <0.0001 | |
| Groups × Period | 0.420 | 1.522 | 0.189 | 0.049 | 0.791 | 0.0264 | |
| Average medication compliance per patient (%) ** | Groups | ||||||
| Control group | 1 | ||||||
| Treatment group | 0.052 | 1.054 | 0.089 | −0.122 | 0.227 | 0.5578 | |
| Period | |||||||
| 2007 | 1 | ||||||
| 2009 | 0.031 | 1.032 | 0.014 | 0.005 | 0.058 | 0.0203 | |
| Groups × Period | −0.170 | 0.844 | 0.130 | −0.425 | 0.085 | 0.1915 | |
** Medication compliance was calculated as cumulative medication adherence (CMA).