1. Background
2. Objectives
3. Methods
3.1. Design and Setting
3.2. Inclusion and Exclusion Criteria
3.3. Ethical Considerations
3.4. Participants
3.5. Data Collection
3.6. Research Instruments
3.6.1. Demographics and Actual Risk Factors Checklist
3.6.2. Waiting Time
3.6.3. Systematic Referral
3.6.4. The Perceived Risk Factors
3.6.5. The Beck Depression Inventory (BDI)
3.7. Data Analysis
4. Results
4.1. Changing Waiting Time for outpatient CR
| Year | Systematic Referral | No. (%) | Mean ± SD | F | P Valuea |
|---|---|---|---|---|---|
| 2010 | On time referral | 112 (50.7) | 66.2 ± 18.9 | 26.431, 0.692, 20.694 | 0.0005, 0.598, 0.0005 |
| Delayed referral | 109 (49.3) | 147.5 ± 73.9 | |||
| Total | 221 (100) | 106.3 ± 67.3 | |||
| 2011 | On time referral | 138 (57.5) | 66.8 ± 15.1 | ||
| Delayed referral | 102 (42.5) | 144.9 ± 190.1 | |||
| Total | 240 (100) | 100 ± 130 | |||
| 2012 | On time referral | 134 (80.7) | 57.9 ± 13.4 | ||
| Delayed referral | 32 (19.3) | 125.3 ± 29.3 | |||
| Total | 166 (100) | 70.9 ± 31.9 | |||
| 2013 | On time referral | 264 (81.5) | 57.3 ± 14.9 | ||
| Delayed referral | 60 (18.5) | 120.4 ± 32.1 | |||
| Total | 324 (100) | 68.9 ± 31.2 | |||
| 2014 | On time referral | 218 (92.4) | 53.4 ± 10.7 | ||
| Delayed referral | 18 (7.6) | 137.2 ± 46.1 | |||
| Total | 236 (100) | 59.8 ± 27.5 | |||
| Total | On time referral | 866 (73.0) | 59.1 ± 15.2 | ||
| Delayed referral | 321 (27.0) | 138.8 ± 117.3 | |||
| Total | 1187 (100) | 80.6 ± 71.6 |
aANOVA performed for the analysis. The means difference is significant at the 0.01 level.
| Date | Mean Differencea | 95% Confidence Interval | P Value | |
|---|---|---|---|---|
| Lower bound | Upper bound | |||
| 2010b | ||||
| 2011 | 6.312 | -11.877 | 24.502 | 0.999 |
| 2012 | 35.401 | 15.361 | 55.441 | 0.0005 |
| 2013 | 37.362 | 20.351 | 54.374 | 0.0005 |
| 2014 | 46.532 | 28.268 | 64.796 | 0.0005 |
| 2011b | ||||
| 2012 | 29.088 | 9.391 | 48.785 | 0.0005 |
| 2013 | 31.050 | 14.444 | 47.656 | 0.0005 |
| 2014 | 40.220 | 22.333 | 58.107 | 0.0005 |
| 2012b | ||||
| 2013 | 1.961 | -16.652 | 20.575 | 0.999 |
| 2014 | 11.131 | -8.633 | 30.896 | 0.999 |
| 2013b | ||||
| 2014 | 9.169 | -7.516 | 25.856 | 0.999 |
| 2010c | ||||
| 2011 | -0.593 | -5.750 | 4.563 | 0.999 |
| 2012 | 8.278 | 3.087 | 13.469 | 0.0005 |
| 2013 | 8.902 | 4.332 | 13.472 | 0.0005 |
| 2014 | 12.801 | 8.087 | 17.516 | 0.0005 |
| 2011c | ||||
| 2012 | 8.871 | 3.954 | 13.789 | 0.0005 |
| 2013 | 9.495 | 5.238 | 13.752 | 0.0005 |
| 2014 | 13.395 | 8.984 | 17.806 | 0.0005 |
| 2012c | ||||
| 2013 | 0.623 | -3.674 | 4.921 | 0.9999 |
| 2014 | 4.523 | 0.072 | 8.974 | 0.043 |
| 2013c | ||||
| 2014 | 3.899 | 0.192 | 7.607 | 0.032 |
aThe mean difference is significant at the 0.05 level.
bAll patients.
cOn time referral group.
4.2. Changes in the Number of Patients Who Refer to Outpatient CR with Delay
4.3. Correlates of non-compliance to systematic referral
| Characteristic | Overall Population, N= 1187 | Delayed Systematic Referral, N= 321 (27%) | On Time Systematic Referral, N= 866 (73%) | P Valuec |
|---|---|---|---|---|
| Sex | 0.75 | |||
| Male | 69.9 | 69.1 | 70.2 | |
| Female | 30.1 | 30.9 | 29.8 | |
| Age | 58.3 ± 8.8 | 58.9 ± 8.7 | 58.0 ± 8.8 | 0.11 |
| Education degree | 0.488 | |||
| Illiterate | 38.4 | 41.4 | 37.3 | |
| Under high school | 31.6 | 31.8 | 31.5 | |
| Less than diploma | 13.5 | 13.1 | 13.6 | |
| Diploma | 13.6 | 11.8 | 14.3 | |
| Under bachelor | 1.4 | 1.6 | 1.4 | |
| Bachelor | 1.3 | 0.3 | 1.7 | |
| Master | 0.1 | 0.0 | 0.1 | |
| PhD | 0.1 | 0.0 | 0.1 | |
| Marital status | 0.403 | |||
| Married | 90.0 | 88.8 | 90.5 | |
| Single, divorced and separated | 10.0 | 11.2 | 9.5 | |
| Occupation | 0.726 | |||
| Market | 35.9 | 34.9 | 36.2 | |
| Housewife | 27.7 | 28.0 | 27.6 | |
| Retired | 25.9 | 27.8 | 25.2 | |
| Clerk | 10.5 | 9.3 | 11.0 | |
| Number of child | 4.6 ± 2.3 | 4.8 ± 2.3 | 4.5 ± 2.2 | 0.014* |
| Insurance | 96.3 | 95.9 | 96.3 | 0.774 |
| Risk factors history | ||||
| Diabetes | 37.6 | 45.5 | 34.6 | 0.001* |
| Hypertension | 33.2 | 32.4 | 33.5 | 0.733 |
| Hyperlipidemia | 30.8 | 31.5 | 30.6 | 0.766 |
| Family history | 19.1 | 10.9 | 22.2 | 0.0005* |
| Smoking | 39.4 | 41.4 | 38.7 | 0.381 |
| Passive smoking | 9.9 | 10.3 | 9.8 | 0.807 |
| Depression | 16.78 ± 3.54 | 17.06 ± 3.47 | 16.67 ± 3.57 | 0.090 |
| BMI | 26.50 ± 3.64 | 26.51 ± 3.59 | 26.50 ± 3.66 | 0.978 |
| Perceived risk factors | 0.094 | |||
| Unawareness | 12.3 | 7.8 | 14.0 | |
| Biological beliefs | 3.3 | 3.2 | 3.3 | |
| Environmental beliefs | 4.2 | 3.7 | 4.4 | |
| Physiological beliefs | 10.5 | 10.3 | 10.6 | |
| Behavioral beliefs | 30.9 | 33.6 | 29.9 | |
| Psychological beliefs | 38.8 | 41.4 | 37.8 |
aValues are expressed as number percent.
bSignificant difference between patients with and without delayed systematic referral for each characteristic *P < 0.05.
cChi-square test performed for nominal and categorical variables. ANOVA performed for continuous variables.
| Characteristic | Delayed Systematic Referral (%) | Adjusted Odd Ratio (AOR) | P Value |
|---|---|---|---|
| Sex | |||
| Male | 26.7 | Referent | |
| Female | 27.6 | 1.91 (0.21 – 17.23) | 0.565 |
| Age | - | 1.00 (0.98 – 1.02) | 0.824 |
| Education degree | |||
| Illiterate | 29.2 | Referent | |
| Under high school | 27.2 | 1.24 (0.81 - 1.92) | 0.326 |
| Less than diploma | 26.2 | 1.26 (0.70 - 2.28) | 0.441 |
| Diploma | 23.5 | 1.47 (0.78 - 2.75) | 0.231 |
| Under bachelor | 29.4 | 1.25 (0.35 - 4.48) | 0.732 |
| Bachelor | 6.3 | 6.38 (0.76 - 53.61) | 0.088 |
| Master | 0.0 | 6.277E8 (0.000) | 0.999 |
| PhD | 0.0 | 7.019E8 (0.000) | 0.999 |
| Marital status | |||
| Married | 26.7 | Referent | |
| Single, divorced and separated | 30.2 | 0.92 (0.56 - 1.51) | 0.733 |
| Occupation | |||
| Market | 26.3 | Referent | |
| Housewife | 27.4 | 0.60 (0.07 - 5.38) | 0.648 |
| Retired | 29.0 | 0.76 (0.50 - 1.14) | 0.184 |
| Clerk | 24.0 | 0.82 (0.48 - 1.43) | 0.495 |
| Number of child | - | 0.93 (0.87 - 1.00) | 0.059 |
| Insurance | 26.9 | 1.03 (0.52 - 2.05) | 0.936 |
| Risk factors history | |||
| Diabetes | 32.7 | 0.64 (0.48 - 0.84) | 0.002* |
| Hypertension | 26.4 | 1.00 (0.74 - 1.34) | 0.992 |
| Hyperlipidemia | 27.6 | 1.04 (0.78 - 1.40) | 0.780 |
| Family history | 15.4 | 2.41 (1.58 - 3.68) | 0.0005* |
| Smoking | 28.4 | 0.90 (0.66 - 1.22) | 0.483 |
| Passive smoking | 28.0 | 1.11 (0.66 - 1.85) | 0.697 |
| Depression | - | 0.97 (0.93 - 1.01) | 0.165 |
| BMI | - | 1.00 (0.96 - 1.04) | 0.900 |
| Perceived risk factors | |||
| Unawareness | 17.1 | Referent | |
| Biological beliefs | 25.6 | 0.23 (0.09 - 0.58) | 0.002* |
| Environmental beliefs | 24.0 | 0.60 (0.27 - 1.34) | 0.215 |
| Physiological beliefs | 26.4 | 0.55 (0.30 - 1.03) | 0.060 |
| Behavioral beliefs | 29.4 | 0.46 (0.27 - 0.76) | 0.003* |
| Psychological beliefs | 28.8 | 0.45 (0.27 - 0.75) | 0.002* |
aValues are expressed as number percent.
bThe demographic and clinical characteristics listed in this table were all included as covariates in the generation of the binary logistic regression model (after adjust for demographics). Statistically significant adjusted odds ratio for each characteristic *P < 0.01.
