| Literature DB >> 34976619 |
Ayumi Takano1, Hayato Yamana2, Sachiko Ono3, Hiroki Matsui4, Hideo Yasunaga4.
Abstract
Screening and brief interventions have been implemented in primary care settings to reduce excessive drinking. However, the effectiveness of screening and brief interventions within a health checkup setting is unclear. We assessed the effectiveness of general treatment for lifestyle-related diseases following screening for alcohol consumption at health checkups, using data on medical claims and health checkups. Participants were people with excessive drinking who met the threshold of recommendation to receive treatment for lifestyle-related diseases. We analyzed risky drinkers (drinking every day, 40-60 g/day for male and 20-60 g/day for female) and heavy drinkers (drinking every day, >60 g/day) separately. We performed one-to-one propensity score matching between people who received general outpatient treatment for lifestyle-related diseases and those who did not. Outcomes were drinking patterns (frequency and amount) and liver function at the next year's health checkup. Middle-aged males accounted for about 94% of the 23,347 participants. Eleven percent of the participants received treatment after the health checkup. After propensity score matching, among 1990 pairs of risky drinkers, those with treatment were significantly more likely to reduce their frequency of drinking (11.7% vs. 8.7%, p = 0.002) and showed lower transaminase values than those without treatment. In 575 pairs of heavy drinkers, there was no significant change in drinking patterns or liver function. Treatment in primary care after screening at health checkups was associated with the change in drinking behavior and improvement in liver condition among risky drinkers. More intensive intervention may be needed to reduce drinking in heavy drinkers.Entities:
Keywords: Hazardous and harmful alcohol use; Health checkup; Health insurance database; Propensity score matching; Screening and brief intervention
Year: 2021 PMID: 34976619 PMCID: PMC8683955 DOI: 10.1016/j.pmedr.2021.101549
Source DB: PubMed Journal: Prev Med Rep ISSN: 2211-3355
Fig. 1Participant selection process.
Demographic characteristics and health conditions at the first health checkup before propensity score matching.
| Risky drinker (n = 17,959) | Heavy drinker (n = 5,388) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Treatment | No treatment | Treatment | No treatment | ||||||||
| (n = 1,991) | (n = 15,968) | Standardized | (n = 579) | (n = 4,809) | Standardized | ||||||
| n/mean | %/SD | n/mean | %/SD | difference | n/mean | %/SD | n/mean | %/SD | difference | ||
| Sex (male) | 1,798 | 90.3% | 14,503 | 90.8% | −0.018 | 563 | 97.2% | 4,683 | 97.4% | −0.009 | |
| Age | 52.0 | 7.3 | 50.6 | 7.6 | 0.202 | 51.0 | 7.2 | 48.8 | 7.4 | 0.303 | |
| BMI (kg/m2) | 24.2 | 3.4 | 23.8 | 3.4 | 0.123 | 24.4 | 3.6 | 23.9 | 3.5 | 0.124 | |
| Abdominal circumference (cm) | 86.0 | 8.9 | 84.8 | 8.7 | 0.132 | 87.0 | 9.2 | 85.4 | 9.1 | 0.171 | |
| Alcohol consumption per day* | |||||||||||
| 20–40 g | 136 | 6.8% | 1,031 | 6.5% | 0.015 | – | – | – | – | ||
| 40–60 g | 1855 | 93.2% | 14,937 | 93.5% | −0.015 | – | – | – | – | ||
| Over the threshold of referral for lifestyle-related diseases (threshold value) | |||||||||||
| Systolic blood pressure (140 mmHg) | 1,117 | 56.1% | 6,406 | 40.1% | 0.324 | 298 | 51.5% | 1,737 | 36.1% | 0.313 | |
| Diastolic blood pressure (90 mmHg) | 1,179 | 59.2% | 6,998 | 43.8% | 0.312 | 313 | 54.1% | 2,005 | 41.7% | 0.249 | |
| HbA1c (6.5%) | 180 | 9.0% | 853 | 5.3% | 0.144 | 58 | 10.0% | 248 | 5.2% | 0.184 | |
| Fasting blood glucose (126 mg/dl) | 217 | 10.9% | 1,045 | 6.5% | 0.155 | 62 | 10.7% | 307 | 6.4% | 0.155 | |
| Casual blood glucose (126 mg/dl) | 18 | 0.9% | 156 | 1.0% | −0.008 | 10 | 1.7% | 37 | 0.8% | 0.086 | |
| GOT (51 U/L) | 175 | 8.8% | 1,344 | 8.4% | 0.013 | 75 | 13.0% | 590 | 12.3% | 0.021 | |
| GPT (51 U/L) | 311 | 15.6% | 2,341 | 14.7% | 0.027 | 98 | 16.9% | 855 | 17.8% | −0.023 | |
| γGT (101 U/L) | 791 | 39.7% | 7,249 | 45.4% | −0.115 | 287 | 49.6% | 2,610 | 54.3% | −0.094 | |
| Triglycerides (300 mg/dl) | 279 | 14.0% | 1,723 | 10.8% | 0.098 | 96 | 16.6% | 676 | 14.1% | 0.070 | |
| HDL cholesterol (34 mg/dl) | 33 | 1.7% | 132 | 0.8% | 0.075 | 6 | 1.0% | 52 | 1.1% | −0.004 | |
| LDL cholesterol (140 mg/dl) | 585 | 29.4% | 3,976 | 24.9% | 0.101 | 148 | 25.6% | 1,191 | 24.8% | 0.018 | |
| Uric acid (8.0 mg/dl) | 159 | 8.0% | 1,431 | 9.0% | −0.035 | 49 | 8.5% | 548 | 11.4% | −0.098 | |
| Motivation: lifestyle change | |||||||||||
| No intention | 496 | 24.9% | 4,732 | 29.6% | −0.106 | 167 | 28.8% | 1,558 | 32.4% | −0.077 | |
| Intention within 6 months | 656 | 33.0% | 5,194 | 32.5% | 0.009 | 180 | 31.1% | 1,500 | 31.2% | −0.002 | |
| Intention within 1 month | 342 | 17.2% | 2,508 | 15.7% | 0.040 | 101 | 17.4% | 763 | 15.9% | 0.042 | |
| Maintained for<6 months | 176 | 8.8% | 1,257 | 7.9% | 0.035 | 51 | 8.8% | 356 | 7.4% | 0.052 | |
| Maintained for over 6 months | 279 | 14.0% | 2,034 | 12.7% | 0.037 | 71 | 12.3% | 569 | 11.8% | 0.013 | |
| Motivation: health guidance | |||||||||||
| Intention to receive health guidance | 583 | 29.3% | 4,365 | 27.3% | 0.043 | 182 | 31.4% | 1,371 | 28.5% | 0.064 | |
* By definition, all heavy drinkers had alcohol consumption of > 60 g/day.
HbA1c: hemoglobin A1c, GOT: glutamate oxaloacetate transaminase, GPT: glutamate pyruvate transaminase, γ-GT: gamma-glutamyl transpeptidase, HDL: high-density lipoprotein, LDL: low-density lipoprotein
Demographic characteristics and health conditions at the first health checkup after propensity score matching.
| Risky drinker (n = 3,980) | Heavy drinker (n = 1,150) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Treatment | No treatment | Treatment | No treatment | ||||||||
| (n = 1,990) | (n = 1,990) | Standardized | (n = 575) | (n = 575) | Standardized | ||||||
| n/mean | %/SD | n/mean | %/SD | difference | n/mean | %/SD | n/mean | %/SD | difference | ||
| Sex (male) | 1,798 | 90.4% | 1,780 | 89.5% | 0.030 | 560 | 97.4% | 560 | 97.4% | 0.000 | |
| Age | 52.0 | 7.2 | 52.0 | 7.7 | 0.008 | 51.0 | 7.2 | 51.0 | 7.4 | 0.007 | |
| BMI (kg/m2) | 24.2 | 3.4 | 24.2 | 3.6 | −0.020 | 24.4 | 3.6 | 24.3 | 3.4 | 0.027 | |
| Abdominal circumference (cm) | 86.0 | 8.9 | 86.1 | 9.2 | −0.013 | 86.9 | 9.2 | 86.8 | 9.0 | 0.017 | |
| Alcohol consumption per day* | |||||||||||
| 20–40 g | 135 | 6.8% | 152 | 7.6% | −0.033 | – | – | – | – | ||
| 40–60 g | 1,855 | 93.2% | 1,838 | 92.4% | 0.033 | – | – | – | – | ||
| Over the threshold of referral for lifestyle-related diseases (threshold value) | |||||||||||
| Systolic blood pressure (140 mmHg) | 1,116 | 56.1% | 1,114 | 56.0% | 0.002 | 295 | 51.3% | 314 | 54.6% | −0.066 | |
| Diastolic blood pressure (90 mmHg) | 1,178 | 59.2% | 1,200 | 60.3% | −0.023 | 310 | 53.9% | 314 | 54.6% | −0.014 | |
| HbA1c (6.5%) | 180 | 9.1% | 197 | 9.9% | −0.029 | 56 | 9.7% | 61 | 10.6% | −0.029 | |
| Fasting blood glucose (126 mg/dl) | 217 | 10.9% | 224 | 11.3% | −0.011 | 61 | 10.6% | 67 | 11.7% | −0.033 | |
| Casual blood glucose (126 mg/dl) | 18 | 0.9% | 19 | 1.0% | −0.005 | 9 | 1.6% | 9 | 1.6% | 0.000 | |
| GOT (51 U/L) | 175 | 8.8% | 190 | 9.6% | −0.026 | 74 | 12.9% | 69 | 12.0% | 0.026 | |
| GPT (51 U/L) | 311 | 15.6% | 314 | 15.8% | −0.004 | 98 | 17.0% | 93 | 16.2% | 0.023 | |
| γGT (101 U/L) | 791 | 39.8% | 814 | 40.9% | −0.024 | 286 | 49.7% | 286 | 49.7% | 0.000 | |
| Triglycerides (300 mg/dl) | 279 | 14.0% | 269 | 13.5% | 0.015 | 95 | 16.5% | 97 | 16.9% | −0.009 | |
| HDL cholesterol (34 mg/dl) | 33 | 1.7% | 30 | 1.5% | 0.012 | 6 | 1.0% | 10 | 1.7% | −0.059 | |
| LDL cholesterol (140 mg/dl) | 584 | 29.4% | 589 | 29.6% | −0.006 | 147 | 25.6% | 137 | 23.8% | 0.040 | |
| Uric acid (8.0 mg/dl) | 159 | 8.0% | 163 | 8.2% | −0.007 | 49 | 8.5% | 48 | 8.3% | 0.006 | |
| Motivation: lifestyle change | |||||||||||
| No intention | 496 | 24.9% | 468 | 23.5% | 0.033 | 167 | 29.0% | 184 | 32.0% | −0.064 | |
| Intention within 6 months | 655 | 32.9% | 699 | 35.1% | −0.047 | 178 | 31.0% | 173 | 30.1% | 0.019 | |
| Intention within 1 month | 342 | 17.2% | 346 | 17.4% | −0.005 | 101 | 17.6% | 75 | 13.0% | 0.126 | |
| Maintained for<6 months | 176 | 8.8% | 156 | 7.8% | 0.036 | 49 | 8.5% | 52 | 9.0% | −0.018 | |
| Maintained for over 6 months | 279 | 14.0% | 277 | 13.9% | 0.003 | 71 | 12.3% | 84 | 14.6% | −0.066 | |
| Motivation: health guidance | |||||||||||
| Intention to receive health guidance | 582 | 29.3% | 619 | 31.1% | −0.041 | 180 | 31.3% | 179 | 31.1% | 0.004 | |
* By definition, all heavy drinkers had alcohol consumption of > 60 g/day.
BMI: body mass index, HbA1c: hemoglobin A1c, GOT: glutamate oxaloacetate transaminase, GPT: glutamate pyruvate transaminase, γ-GT: gamma-glutamyl transpeptidase, HDL: high-density lipoprotein, LDL: low-density lipoprotein
Alcohol drinking patterns and liver function in subsequent annual health checkup after propensity score matching.
| Risky drinker (n = 3,980) | Heavy drinker (n = 1,150) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Treatment | No treatment | p | Treatment | No treatment | p | ||||||
| (n = 1,990) | (n = 1,990) | (n = 575) | (n = 575) | ||||||||
| n/mean | %/SD | n/mean | %/SD | n/mean | %/SD | n/mean | %/SD | ||||
| Alcohol: frequency | |||||||||||
| Improved | 233 | 11.7% | 173 | 8.7% | 0.002a | 51 | 8.9% | 47 | 8.2% | 0.673a | |
| No change/Worsened | 1,757 | 88.3% | 1,817 | 91.3% | 524 | 91.1% | 528 | 91.8% | |||
| Alcohol: consumption/day | |||||||||||
| Improved | 520 | 26.1% | 512 | 25.7% | 0.772a | 231 | 40.2% | 207 | 36.0% | 0.145a | |
| No change/Worsened | 1,470 | 73.9% | 1,478 | 74.3% | 344 | 59.8% | 368 | 64.0% | |||
| Liver function | |||||||||||
| Dysfunction | 728 | 36.6% | 768 | 38.6% | 0.191a | 253 | 44.0% | 272 | 47.3% | 0.261a | |
| GOT (U/L) | 29.6 | 17.4 | 30.7 | 23.1 | 0.034b | 33.1 | 26.3 | 34.6 | 22.4 | 0.146b | |
| GPT (U/L) | 30.8 | 21.2 | 32.2 | 26.7 | 0.034b | 32.9 | 23.3 | 34.6 | 26.4 | 0.134b | |
| γGT (U/L) | 97.6 | 94.3 | 102.8 | 102.7 | 0.050b | 119.8 | 115.2 | 130.9 | 127.8 | 0.061b | |
a Chi-squared test. b Student's t-test
GOT: glutamate oxaloacetate transaminase, GPT: glutamate pyruvate transaminase, γ-GT: gamma-glutamyl transpeptidase