| Literature DB >> 25627936 |
Colman S C Fung1, Carlos K H Wong, Daniel Y T Fong, Albert Lee, Cindy L K Lam.
Abstract
BACKGROUND: Primary care in the United States and most countries in Asia are provided by a variety of doctors. However, effectiveness of such diversified primary care in gate-keeping secondary medical services is unknown. This study aimed to evaluate health services utilization rates of hospital emergency and admission services among people who used different primary care doctors in Hong Kong.Entities:
Mesh:
Year: 2015 PMID: 25627936 PMCID: PMC4312460 DOI: 10.1186/s12913-015-0705-7
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Characteristics of subjects by primary care doctor choice groups
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| Age (mean ± s.d.) † | 40.2 ± 18.1 | 38.5 ± 17.6 | 40.1 ± 18.0 | 41.3 ± 18.5 |
| <25 yrs (%) | 23.0 | 21.9 | 23.8 | 24.1 |
| 25-64 yrs (%) | 68.0 | 72.8 | 67.4 | 63.9 |
| ≥65 yrs (%) | 9.0 | 5.3 | 8.7 | 12.0 |
| Male (%) | 40.9 | 38.1 | 39.4 | 44.9 |
| Married (%) | 54.9 | 57.1 | 53.6 | 53.2 |
| Education ≤ primary school (%) | 17.4 | 13.4 | 17.1 | 20.7 |
| Household income < HKD$20,000 (%) †‡ | 53.1 | 42.0 | 52.0 | 64.1 |
| Occupation (%) | ||||
| Managerial/ Admin/ Professionals/ Employer | 12.5 | 15.9 | 12.3 | 9.7 |
| White collar workers | 16.5 | 19.5 | 17.5 | 13.0 |
| Blue collar/ Service sales worker | 20.4 | 17.4 | 21.7 | 23.0 |
| Chronic disease (%) | 34.7 | 34.8 | 38.2 | 30.8 |
| Long term medications (%) | 22.8 | 23.7 | 25.1 | 19.5 |
| General Health condition (%) | ||||
| Excellent/Very good/Good | 48.7 | 53.2 | 41.3 | 50.0 |
| Fair | 44.9 | 42.3 | 49.2 | 44.3 |
| Poor | 6.4 | 4.3 | 9.5 | 5.8 |
Notes: RFD = Regular family doctor group; ORD = Other regular doctor group; NRD = No regular doctor group.
*The sum of three groups did not add up to total, as 95 respondents were not sure if they had regular/ family doctors.
†Significant difference between RFD and NRD by one way ANOVA test or chi-square test, as appropriate.
‡Median monthly domestic household income of Hong Kong population = HKD$17,250 (Census and Statistics Department, 2006).
Factors associated with a regular primary care doctor by logistic regression
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| Age | 0.987 | ( 0.978 - 0.997 ) | 0.010 |
| Sex (male) | 1.204 | ( 0.974 - 1.488 ) | 0.087 |
| Marital status (single/ divorced/ widower) | 0.044 | ||
| – Married | 1.333 | ( 1.047 - 1.697 ) | 0.019 |
| – Refuse to answer | 0.741 | ( 0.239 - 2.300 ) | 0.604 |
| Educational level (nil/ primary) | 0.092 | ||
| – Secondary | 1.319 | ( 1.008 - 1.725 ) | 0.043 |
| – Tertiary | 1.082 | ( 0.774 - 1.512 ) | 0.645 |
| – Refuse to answer | 0.765 | ( 0.245 - 2.391 ) | 0.645 |
| Household monthly income (< $5,000) | <0.001 | ||
| – $5,000 - $9,999 | 0.868 | ( 0.551 - 1.369 ) | 0.543 |
| – $10,000 - $19,999 | 1.487 | ( 0.970 - 2.279 ) | 0.069 |
| – $20,000 - $29,999 | 2.243 | ( 1.422 - 3.537 ) | <0.001 |
| – $30,000 - $39,999 | 2.594 | ( 1.583 - 4.252 ) | <0.001 |
| – ≥ $40,000 | 3.384 | ( 2.108 - 5.432 ) | <0.001 |
| – Refuse to answer | 2.056 | ( 1.311 - 3.224 ) | 0.002 |
| Occupation (blue-collar worker/ service and sales worker) | 0.010 | ||
| – Managerial/ administrative/professional/ employer | 1.362 | ( 0.953 - 1.946 ) | 0.090 |
| – White-collar worker | 1.525 | ( 1.116 - 2.084 ) | 0.008 |
| – Student | 1.057 | ( 0.713 - 1.568 ) | 0.781 |
| – Home-maker | 1.142 | ( 0.825 - 1.581 ) | 0.423 |
| – Retired/ unemployed | 0.746 | ( 0.518 - 1.074 ) | 0.115 |
| – Others | 0.961 | ( 0.446 - 2.074 ) | 0.920 |
| Chronic disease (yes) | 0.738 | ( 0.573 - 0.950 ) | 0.018 |
| Long term medication (yes) | 0.559 | ( 0.415 - 0.753 ) | <0.001 |
| General Health Condition (poor) | 0.467 | ||
| – Excellent | 1.333 | ( 0.727 - 2.444 ) | 0.353 |
| – Very good | 1.572 | ( 0.966 - 2.557 ) | 0.069 |
| – Good | 1.381 | ( 0.865 - 2.206 ) | 0.177 |
| – Fair | 1.358 | ( 0.874 - 2.110 ) | 0.173 |
| Smoking (yes) | 1.206 | ( 0.938 - 1.551 ) | 0.144 |
| Drinking (yes) | 1.139 | ( 0.932 - 1.393 ) | 0.203 |
| Regular exercise (no/ don’t know) | 1.372 | ( 1.131 - 1.665 ) | 0.001 |
Notes: Variable in brackets is the reference category for independent variables.
Logistic regression (enter): Odds ratio <1 (less likely than the reference category), Odds ratio >1 (more likely than the reference category).
Prevalence (Likelihood) of the use of Health services during the last episode of illness by primary care doctor choice groups
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| 71.7 | 80.2 | 74.7 | 60.8 |
| ▪ Had used any Western doctor (%)*†‡ | 65.4 | 77.6 | 68.1 | 51.3 |
| -- Consulted family doctor (%)*†‡ | 30.2 | 67.0 | 10.6 | 7.0 |
| -- Consulted regular PC doctor who is not a family doctor (%)†‡ | 27.5 | 16.8 | 54.7 | 19.4 |
| -- Consulted other doctors (%)*† | 19.7 | 14.3 | 13.1 | 29.0 |
| ▪ Consulted Chinese medicine practitioner (%) | 12.1 | 13.1 | 13.1 | 10.6 |
| ▪ | 7.3 | 4.3 | 7.8 | 9.6 |
| ▪ | 3.1 | 1.7 | 3.6 | 4.0 |
Notes: RFD = Regular family doctor group; ORD = Other regular doctor group; NRD = No regular doctor group.
*Significant difference (p < 0.05) between RFD and NRD by univariable logistic regression.
†Significant difference (p < 0.05) between ORD and NRD by univariable logistic regression.
‡Significant difference (p < 0.05) between RFD and ORD by univariable logistic regression.
Monthly consultation and service utilization rates by primary care doctor choice groups
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| 0.71 ± 1.53 | 0.85 ± 1.73 | 0.85 ± 1.60 | 0.49 ± 1.26 |
| (33.6%) | (39.1%) | (38.3%) | (25.2%) | |
| - Western medicine doctors*†‡ | 0.43 ± 1.00 | 0.61 ± 1.22 | 0.50 ± 1.06 | 0.20 ± 0.62 |
| (24.7%) | (33.6%) | (28.5%) | (13.5%) | |
| - Western medicine family doctors*†‡ | 0.21 ± 0.75 | 0.50 ± 1.10 | 0.06 ± 0.41 | 0.03 ± 0.26 |
| (12.8%) | (30.1%) | (3.5%) | (2.0%) | |
| - Western medicine regular but not family doctors*†‡ | 0.22 ± 0.65 | 0.11 ± 0.40 | 0.44 ± 0.98 | 0.17 ± 0.56 |
| (14.4%) | (8.9%) | (26.1%) | (11.9%) | |
| - Chinese medicine practitioner*†‡ | 0.24 ± 1.03 | 0.24 ± 1.04 | 0.32 ± 1.12 | 0.19 ± 0.97 |
| (9.6%) | (10.0%) | (12.5%) | (7.5%) | |
| - Hospital emergency service†‡ | 0.06 ± 0.45 | 0.05 ± 0.56 | 0.08 ± 0.47 | 0.05 ± 0.29 |
| (3.7%) | (2.3%) | (5.2%) | (3.8%) | |
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| 0.01 ± 0.14 | 0.01 ± 0.14 | 0.02 ± 0.15 | 0.01 ± 0.13 |
| (1.2%) | (1.0%) | (1.3%) | (1.1%) | |
Notes: RFD = Regular family doctor group; ORD = Other regular doctor group; NRD = No regular doctor group.
*Significant difference between RFD and NRD by univariable Poisson regression.
†Significant difference between ORD and NRD by univariable Poisson regression.
‡Significant difference between RFD and ORD by univariable Poisson regression.
Effects of primary care doctor choice on use of health services during the last episode of illness
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| Any primary care doctor consultation | 0.012 | *2.486 | *1.342 | *1.853 | Drinking, regular exercise, occupation, marital status |
| (2.053,3.010) | (1.074,1.676) | (1.509,2.275) | |||
| Emergency service visit | <0.001 | *0.479 | *0.624 | 0.768 | Age, general health, long-term medication, household monthly income, district |
| (0.330,0.695) | (0.411,0.949) | (0.536,1.098) | |||
| Hospital admission | 0.032 | *0.458 | *0.514 | 0.891 | Age, long-term medication |
| (0.267,0.788) | (0.284,0.932) | (0.540,1.470) | |||
Notes: RFD = Regular family doctor group; ORD = Other regular doctor group; NRD = No regular doctor group.
*Statistically significant (p < 0.05) difference.
†as reference category for doctor choice groups in logistic regression, Odds ratio <1 (less likely than the reference category), Odds ratio >1 (more likely than the reference category).
‡Adjustment of confounding factors including socio-demographics, health status, chronic morbidity and lifestyle (Additional file 1).
Effects of primary care doctor choice on monthly consultation and health service utilization rates
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| Monthly consultation rate | <0.001 | *0.473 | 0.046 | *0.427 | Seasonality, sex, general health, chronic disease, drinking, occupation, educational level, district |
| (0.332,0.614) | (−0.098,0.191) | (0.273,0.581) | |||
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| Monthly emergency service visit rate | 0.158 | 0.253 | −0.099 | 0.352 | Seasonality, sex, age, general health, long-term medication, occupation, household monthly income, educational level, district |
| (−0.140,0.647) | (−0.490,0.292) | (−0.038,0.742) | |||
| Monthly hospital admission rate | 0.360 | −0.047 | −0.253 | 0.206 | Seasonality |
| (−0.764,0.670) | (−1.013,0.507) | (−0.553,0.965) | |||
Notes: RFD = Regular family doctor group; ORD = Other regular doctor group; NRD = No regular doctor group.
*Statistically significant (p < 0.05) difference.
†as reference category in Poisson/Negative Binomial regression , +ve: positive relationship, −ve: negative relationship.
‡Seasonality with phase I data coded as Summer and phase 2 data coded as Winter was entered as a covariate, and adjustment for confounding factors including socio-demographics, health status, chronic morbidity and lifestyle (Additional file 1).