| Literature DB >> 28373247 |
Wenya Yu1, Meina Li1, Xin Nong2, Tao Ding1, Feng Ye1,3, Jiazhen Liu1,4, Zhixing Dai1, Lulu Zhang1.
Abstract
OBJECTIVES: In China, the rate of downward referral is relatively low, as most people are unwilling to be referred from hospitals to community health systems (CHSs). The aim of this study was to explore the effect of doctors' and patients' practices and attitudes on their willingness for downward referral and the relationship between downward referral and sociodemographic characteristics.Entities:
Keywords: Downward referral; doctors and patients; health care seeking behavior; influencing factors; practices and attitudes
Mesh:
Year: 2017 PMID: 28373247 PMCID: PMC5387945 DOI: 10.1136/bmjopen-2016-012565
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Doctors' sociodemographic characteristics and practices and attitudes towards downward referral
| Category | N (%) | Willingness of downward referral | χ2‡ | p Value§ | |
|---|---|---|---|---|---|
| Yes (A*, T†) | No (A*, T†) | ||||
| Part I: sociodemographic characteristics | |||||
| Gender | 0.077 | 0.781 | |||
| Male | 430 (55.6) | 88 (89.6) | 342 (340.4) | ||
| Female | 343 (44.4) | 73 (71.4) | 270 (271.6) | ||
| Age | 2.836 | 0.418 | |||
| 20–29 | 139 (18.0) | 34 (29.0) | 105 (110.1) | ||
| 30–39 | 404 (52.3) | 85 (84.1) | 319 (319.9) | ||
| 40–49 | 182 (23.5) | 31 (37.9) | 151 (144.1) | ||
| 50–59 | 48 (6.2) | 11 (10.0) | 37 (38.0) | ||
| Level of education | 14.905 | 0.002 | |||
| Junior college degree | 7 (0.9) | 3 (1.5) | 4 (5.5) | ||
| Bachelor's degree | 211 (27.3) | 57 (43.9) | 154 (167.1) | ||
| Master's degree | 352 (45.5) | 75 (73.3) | 277 (278.7) | ||
| Doctor's degree | 203 (26.3) | 26 (42.3) | 177 (160.7) | ||
| Professional title | 4.122 | 0.249 | |||
| Junior and others | 263 (34.0) | 63 (54.8) | 200 (208.2) | ||
| Intermediate | 326 (42.2) | 68 (67.9) | 258 (258.1) | ||
| Associate senior | 133 (17.2) | 23 (27.7) | 110 (105.3) | ||
| Senior | 51 (6.6) | 7 (10.6) | 44 (40.4) | ||
| Department | 0.482 | 0.923 | |||
| Others | 95 (12.3) | 22 (19.8) | 73 (75.2) | ||
| Medical technology | 55 (7.1) | 12 (11.5) | 43 (43.5) | ||
| Internal medicine | 330 (42.7) | 66 (68.7) | 264 (261.3) | ||
| Surgery | 293 (37.9) | 61 (61.0) | 232 (232.0) | ||
| Part II: practices and attitudes towards downward referral | |||||
| Knowledge of healthcare services provided by CHSs¶ | 3.063 | 0.216 | |||
| Know nothing | 347 (44.9) | 71 (72.3) | 276 (274.7) | ||
| Partly know | 305 (39.5) | 71 (63.5) | 234 (241.5) | ||
| Fully understand | 121 (15.7) | 19 (25.2) | 102 (95.8) | ||
| Knowledge of downward referral process¶ | 8.016 | 0.018 | |||
| Know nothing | 364 (47.1) | 80 (75.8) | 284 (288.2) | ||
| Partly know | 275 (35.6) | 65 (57.3) | 210 (217.7) | ||
| Fully understand | 134 (17.3) | 16 (27.9) | 118 (106.1) | ||
| Knowledge of downward referral standards¶ | 0.788 | 0.674 | |||
| Know nothing | 366 (47.3) | 75 (76.1) | 291 (289.8) | ||
| Partly know | 273 (35.3) | 61 (56.9) | 212 (216.1) | ||
| Fully understand | 134 (17.3) | 25 (27.9) | 109 (106.1) | ||
| Understanding of the limitations of health resources in hospitals¶ | 25.341 | <0.0001 | |||
| Cannot understand | 15 (1.9) | 10 (3.1) | 5 (11.9) | ||
| Understand a little | 47 (6.1) | 10 (9.8) | 37 (37.2) | ||
| Moderate | 230 (29.8) | 49 (47.9) | 181 (182.1) | ||
| Partly understand | 268 (34.7) | 41 (55.8) | 227 (212.2) | ||
| Fully understand | 213 (27.6) | 51 (44.4) | 162 (168.6) | ||
| Attitudes towards workloads affected by downward referral¶ | 22.247 | <0.0001 | |||
| Does not increase workloads | 481 (62.2) | 126 (100.2) | 355 (380.8) | ||
| Increase workloads | 292 (37.8) | 35 (60.8) | 257 (231.2) | ||
*A is the actual frequency in χ2 test.
†T is the theoretical frequency in χ2 test.
‡The χ2 is the test statistic of χ2 test.
§p Value<0.05 is considered statistically significant.
¶The judgement on different aspects of doctors’ attitudes towards downward referral was determined according to the degree (from the most negative option to the most positive option) of doctors’ knowledge, understanding and perception.
CHS, community health system.
Patients’ sociodemographic characteristics and practices and attitudes towards downward referral
| Category | N (%) | Willingness of downward referral | χ2‡ | p Value§ | |
|---|---|---|---|---|---|
| Yes (A*, T†) | No (A*, T†) | ||||
| Part I: sociodemographic characteristics | |||||
| Gender | 0.067 | 0.796 | |||
| Male | 406 (46.9) | 151 (152.8) | 255 (253.2) | ||
| Female | 460 (53.1) | 175 (173.2) | 285 (286.8) | ||
| Occupation | 5.779 | 0.448 | |||
| Others | 209 (24.1) | 89 (78.7) | 120 (130.3) | ||
| Medical staff | 93 (10.7) | 31 (35.0) | 62 (58.0) | ||
| Civil servant | 34 (3.9) | 10 (12.8) | 24 (21.2) | ||
| Retiree | 185 (21.4) | 69 (69.6) | 116 (115.4) | ||
| Farmer | 79 (9.1) | 34 (29.7) | 45 (49.3) | ||
| Worker¶ | 131 (15.1) | 47 (49.3) | 84 (81.7) | ||
| Student | 135 (15.5) | 46 (50.8) | 89 (84.2) | ||
| Age (year) | 3.570 | 0.613 | |||
| <20 | 37 (4.3) | 12 (13.9) | 25 (23.1) | ||
| 20–29 | 292 (33.7) | 104 (109.9) | 188 (182.1) | ||
| 30–39 | 168 (19.4) | 73 (63.2) | 95 (104.8) | ||
| 40–49 | 103 (11.9) | 40 (38.8) | 63 (64.2) | ||
| 50–59 | 115 (13.3) | 42 (43.3) | 73 (71.7) | ||
| ≥60 | 151 (17.4) | 55 (56.8) | 96 (94.2) | ||
| Average monthly income (RMB) | 2.709 | 0.608 | |||
| <2000 | 273 (31.5) | 104 (102.8) | 169 (170.2) | ||
| 2000–2999 | 250 (28.9) | 94 (94.1) | 156 (155.9) | ||
| 3000–4999 | 211 (24.4) | 76 (79.4) | 135 (131.6) | ||
| 5000–7999 | 81 (9.4) | 36 (30.5) | 45 (50.5) | ||
| ≥8000 | 51 (5.9) | 16 (19.2) | 35 (31.8) | ||
| Marital status | 3.573 | 0.168 | |||
| Divorced/widowed | 38 (4.4) | 15 (14.3) | 23 (23.7) | ||
| Married | 586 (67.7) | 232 (220.6) | 354 (365.4) | ||
| Single | 242 (27.9) | 79 (91.1) | 163 (150.9) | ||
| Level of education | 2.209 | 0.697 | |||
| Primary degree and below | 47 (5.4) | 22 (17.7) | 25 (29.3) | ||
| Junior high school degree | 191 (22.1) | 71 (71.9) | 120 (119.1) | ||
| Senior school degree | 179 (20.7) | 70 (67.4) | 109 (111.6) | ||
| Junior college degree | 180 (20.8) | 65 (67.8) | 115 (112.2) | ||
| Bachelor's degree and above | 269 (31.1) | 98 (101.3) | 171 (167.7) | ||
| Annual medical expense (RMB) | 2.305 | 0.512 | |||
| <1000 | 387 (44.7) | 150 (145.7) | 237 (241.3) | ||
| 1000–4999 | 339 (39.1) | 129 (127.6) | 210 (211.4) | ||
| 5000–9999 | 89 (10.3) | 27 (33.5) | 62 (55.5) | ||
| ≥10 000 | 51 (5.9) | 20 (19.2) | 31 (31.8) | ||
| Medical insurance** | 3.274 | 0.070 | |||
| No | 66 (7.6) | 18 (24.8) | 48 (41.2) | ||
| Yes | 800 (92.4) | 308 (301.2) | 492 (498.8) | ||
| Part II: practices and attitudes towards downward referral | |||||
| Experience of downward referral | 0.147 | 0.701 | |||
| No | 793 (91.6) | 297 (298.5) | 496 (494.5) | ||
| Yes | 73 (8.4) | 29 (27.5) | 44 (45.5) | ||
| Degree of medical demand met by healthcare services provided by CHSs†† | 8.112 | 0.088 | |||
| Completely unable to be met | 59 (6.8) | 24 (22.2) | 35 (36.8) | ||
| Can be met a little | 220 (25.4) | 98 (82.8) | 122 (137.2) | ||
| Moderate | 479 (55.3) | 162 (180.3) | 317 (298.7) | ||
| Can partly be met | 98 (11.3) | 39 (36.9) | 59 (61.1) | ||
| Can completely be met | 10 (1.2) | 3 (3.8) | 7 (6.2) | ||
| Degree of satisfaction with CHSs†† | 5.368 | 0.252 | |||
| Completely dissatisfied | 39 (4.5) | 13 (14.7) | 26 (24.3) | ||
| Mostly dissatisfied | 123 (14.2) | 57 (46.3) | 66 (76.7) | ||
| Moderate | 530 (61.2) | 193 (199.5) | 337 (330.5) | ||
| Mostly satisfied | 156 (18.0) | 58 (58.7) | 98 (97.3) | ||
| Completely satisfied | 18 (2.1) | 5 (6.8) | 13 (11.2) | ||
| Recognition of the community first treatment system†† | 19.541 | 0.001 | |||
| Cannot recognise | 44 (5.1) | 19 (16.6) | 25 (27.4) | ||
| Recognise a little | 132 (15.2) | 67 (49.7) | 65 (82.3) | ||
| Moderate | 515 (59.5) | 193 (193.9) | 322 (321.1) | ||
| Partly recognise | 155 (17.9) | 40 (58.3) | 115 (96.7) | ||
| Completely recognise | 20 (2.3) | 7 (7.5) | 13 (12.5) | ||
| Cost-saving because of downward referral†† | 32.169 | 0.000 | |||
| No | 673 (77.7) | 287 (253.3) | 386 (419.7) | ||
| Yes | 193 (22.3) | 39 (72.7) | 154 (120.3) | ||
*A is the actual frequency in χ2 test.
†T is the theoretical frequency in χ2 test.
‡The χ2 is the test statistic of χ2 test.
§p Value<0.05 is considered statistically significant.
¶Workers are the population working in factories and enterprises.
**Medical insurance includes the three basic types of medical insurance in China (Urban Employees’ Basic Medical Insurance System, Urban Residents’ Basic Medical Insurance System, New Rural Co-operative Medical Care System) and private health insurance.
††The judgement on different aspects of patients’ attitudes towards downward referral was determined according to the degree (from the most negative option to the most positive option) of patients’ knowledge, understanding and perception.
CHS, community health system; RMB, renminbi.
Logistic regression analysis of downward referral
| Parameter | Estimate* | p Value† | OR‡ | 95% Wald CI§ | |
|---|---|---|---|---|---|
| Lower limit | Upper limit | ||||
| Part I: logistic regression analysis of doctors’ willingness of downward referral | |||||
| Attitudes towards workload affected by downward referral | 0.963 | <0.0001 | 2.620 | 1.725 | 3.979 |
| Understanding of the limitations of health resources in hospitals | |||||
| Cannot understand | −1.471 | 0.012 | 0.230 | 0.073 | 0.725 |
| Understand a little | 0.306 | 0.449 | 1.358 | 0.615 | 2.997 |
| Moderate | 0.326 | 0.167 | 1.385 | 0.872 | 2.201 |
| Partly understand | 0.691 | 0.004 | 1.996 | 1.244 | 3.203 |
| Fully understand | ref | ref | ref | ref | ref |
| Level of education | |||||
| Junior college degree | −1.353 | 0.114 | 0.258 | 0.048 | 1.381 |
| Bachelor's degree | −1.018 | 0.0002 | 0.361 | 0.213 | 0.614 |
| Master's degree | −0.605 | 0.017 | 0.546 | 0.332 | 0.899 |
| Doctor's degree | ref | ref | ref | ref | ref |
| Part II: logistic regression analysis of patients’ willingness of downward referral | |||||
| Cost-saving of downward referral | 1.090 | <0.0001 | 2.976 | 2.011 | 4.402 |
| Recognition of the community first treatment system | |||||
| Cannot recognise | −0.232 | 0.691 | 0.793 | 0.254 | 2.479 |
| Recognise a little | −0.413 | 0.428 | 0.662 | 0.239 | 1.836 |
| Moderate | 0.123 | 0.804 | 1.131 | 0.427 | 2.999 |
| Partly recognise | 0.628 | 0.229 | 1.874 | 0.673 | 5.214 |
| Completely recognise | ref | ref | ref | ref | ref |
| Marital status | |||||
| Divorced/widowed | −0.452 | 0.228 | 0.636 | 0.305 | 1.326 |
| Married | −0.393 | 0.020 | 0.675 | 0.485 | 0.940 |
| Single | ref | ref | ref | ref | ref |
| Medical insurance | −0.494 | 0.096 | 0.610 | 0.340 | 1.097 |
*Estimate is the regression coefficient.
†p Value<0.05 is considered statistically significant.
‡OR is a frequently used indicator for measuring the effect of independent variable on the response variable.
§Ninety-five per cent Wald CI is a range of interval estimation for OR, and the confidence level is determined as 95%. The CI for OR is a range limited by the confidence limit, of which, the minimal value is called lower limit, and the maximal value is called upper limit.