| Literature DB >> 36196061 |
Majed Ramadan1, Aysha Alharbi2, Rami Ghazi Ahmad3, Ahmed Alkhalaf4, Noara Alhusseini5, Alanood S Algarni6, Izzeldin Siddig Mohamed7.
Abstract
Substance use disorders (SUDs) patients have longer lengths of hospital stay, and more unplanned readmissions than other hospitalized patients. We aim to evaluate SUD-related rehospitalization and length of hospital stay in a major rehabilitation center that serves countries of the Gulf States. In a retrospective cohort study for 16-year data set in Al-Amal Hospital Electronic Health Record in the city of Dammam, Eastern region of Saudi Arabia, patients received services from the SUD treatment programs in the period of January 1, 2005, to December 31, 2021. We used cause-specific Cox proportional hazards regression model to estimate risk of readmission, and general linear model to examine the association between substance use disorders and length of hospital stay. Of the total cohort, 4398 (30.17%) were readmitted within 1 year of discharge date. More than half of the cohort were unemployed patients (52.93%). Patients diagnosed with amphetamine use disorder were 1.36 higher risk of readmission compared to no amphetamine disorder (HR = 1.36; CI (1.04, 1.78) P.02). Patients diagnosed with mental disorder had 7.25 times higher risk of longer hospital stay compared to no mental health disorder (coefficient = 7.25; P < .0001). Amphetamine use disorder increased the risk of readmission. A secondary diagnosis of mental disorders among SUD patients increased length of hospital stay. As a targeted region of amphetamine smuggling in the world, policy and clinical decision-makers in Saudi Arabia and the Gulf States should consider taking proactive steps to minimize the future anticipated high demand for addiction treatment in the region.Entities:
Keywords: Amphetamine; Hospitalization; Readmission; Stimulants; Substance use disorder
Year: 2022 PMID: 36196061 PMCID: PMC9521855 DOI: 10.1007/s11469-022-00920-z
Source DB: PubMed Journal: Int J Ment Health Addict ISSN: 1557-1874 Impact factor: 11.555
Fig. 1Exclusion criteria diagram
Demographic characteristics of patients admitted to Al-Amal Hospital (2005–2021)
| Total | Readmission | No readmission | ||
|---|---|---|---|---|
| Total | 14,578 (100) | 4398 (30.17) | 10,180 (69.83) | |
| Age | < .0001 2 | |||
| Mean (SD) | 39 (10.47) | 40 (10.35) | 38 (10.49) | |
| Gender | .74 | |||
| Male | 14,535 (99.7) | 4386 (99.73) | 10,149 (99.7) | |
| Female | 43 (0.3) | 12 (0.27) | 31 (0.3) | |
| Marital status | .43 | |||
| Married | 4436 (30.43) | 1380 (31.38) | 3056 (30.02) | |
| Single | 8961 (61.47) | 2668 (60.66) | 6293 (61.82) | |
| Divorced | 1156 (7.93) | 343 (7.8) | 813 (7.99) | |
| Widow | 25 (0.17) | 7 (0.16) | 18 (0.18) | |
| Employment status | .77 | |||
| Employed | 504 (3.46) | 153 (3.48) | 351 (3.45) | |
| Employment (government) | 3564 (24.45) | 1040 (23.65) | 2524 (24.79) | |
| Employment (private sector) | 1296 (8.89) | 392 (8.91) | 904 (8.88) | |
| Student | 599 (4.11) | 180 (4.09) | 419 (5.29) | |
| Retired | 763 (5.23) | 224 (5.09) | 539 (5.29) | |
| Unemployment | 7716 (52.93) | 2363 (53.73) | 5353 (52.58) | |
| Unknown | 136 (0.93) | 46 (1.05) | 90 (0.88) | |
| Length of stay per day | .3 | |||
| Mean (median) | 27.37 (26) | 25.6 (25) | 25.5 (26) | |
| Number of readmissions | ||||
| Mean (SD) | 3 (3.08) | 3(3.08) | 0(0) | |
| Country of resident | .06 | |||
| Saudi Arabia | 13,789 (94.59) | 4136 (94.04) | 9653 (94.82) | |
| United Arab Emirates | 6 (0.04) | 1 (0.02) | 5 (0.05) | |
| Bahrain | 152 (1.04) | 62 (1.41) | 90 (0.88) | |
| Kuwait | 260 (1.78) | 73 (1.66) | 187 (1.84) | |
| Oman | 228 (1.56) | 82 (1.86) | 146 (1.43) | |
| Qatar | 29 (0.2) | 9 (0.2) | 20 (0.20) | |
| Other | 114 (0.77) | 35 (0.77) | 79 (0.78) | |
| Discharge status | .003 | |||
| Recovered | 11126 (76.32) | 3328 (75.67) | 7798 (76.6) | |
| Against medical advice | 2414 (16.56) | 710 (16.14) | 1704 (16.74) | |
| Family request | 379 (2.6) | 149 (3.39) | 230 (2.26) | |
| No show up after break | 135 (0.93) | 45 (1.02) | 90 (0.88) | |
| Not fit for the program | 60 (0.41) | 23 (0.52) | 37 (0.36) | |
| Police request | 404 (2.77) | 128 (2.91) | 276 (2.71) | |
| Transfer to another hospital | 60 (0.41) | 15 (0.34) | 45 (0.44) | |
| Year of admission | < .0001 | |||
| 2005–2010 | 3744 (25.68) | 1537 (34.95) | 2207 (21.68) | |
| 2011–2016 | 5537 (37.98) | 1687 (38.36) | 3850 (37.82) | |
| 2017–2021 | 5297 (36.34) | 1174 (26.69) | 4123 (40.50) | |
1Chi-square and fisher exact test when appropriate
2 T-test p-value
Substance use disorder for patients admitted to Al-Amal Hospital (2005–2021)
| Total | Readmission | No readmission | ||
|---|---|---|---|---|
| 14,578 (100) | 4398 (30.17) | 10,180 (69.83) | ||
| Hashish/marijuana/cannabis dependence | .42 | |||
| Yes | 8785 (60.26) | 2672 (60.75) | 6113 (60.05) | |
| No | 5793 (39.74) | 1726 (39.25) | 4067 (39.95) | |
| Alcohol dependence | < .0001 | |||
| Yes | 4562 (31.29) | 1482 (33.7) | 3080 (30.26) | |
| No | 10,016 (68.71) | 2916 (66.3) | 7100 (69.74) | |
| Opioid (tramadol, heroin, codeine, hydrocodeine, hydromorphine, opium, pethidine, morphine) dependence | .001 | |||
| Yes | 2216 (15.2) | 731 (16.62) | 1485 (14.59) | |
| No | 12,362 (84.8) | 3667 (83.38) | 8695 (85.41) | |
| Amphetamine/m | .001 | |||
| Yes | 1411 (9.68) | 372 (8.46) | 1039 (10.21) | |
| No | 13,167 (90.32) | 4026 (91.54) | 9141 (89.79) | |
| Poly substance abuse/dependence | .008 | |||
| Yes | 1287 (8.83) | 430 (9.78) | 857 (8.42) | |
| No | 13,291 (91.17) | 3968 (90.22) | 9323 (91.58) | |
| Benzodiazepines (Xanax) dependence | .04 | |||
| Yes | 1390 (9.53) | 452 (10.28) | 938 (9.21) | |
| No | 13,188 (90.47) | 3946 (89.72) | 9242 (90.79) | |
| .005 | ||||
| Yes | 364 (2.5) | 86 (1.96) | 278 (2.73) | |
| No | 14,214 (97.5) | 4312 (98.04) | 9902 (97.27) | |
| Volatile inhalant dependence | .08 | |||
| Yes | 188 (1.29) | 46 (1.05) | 142 (1.39) | |
| No | 14,390 (98.71) | 4352 (98.95) | 10,038 (98.61) | |
| Mental health disorder (depression, anxiety, personality disorder, schizophrenia, antisocial, substance-induced psychosis) | < .0001 | |||
| Yes | 1822 (12.5) | 460 (10.46) | 1362 (13.38) | |
| No | 12,756 (87.5) | 3938 (89.54) | 8818 (86.62) | |
| Comorbidity (HIV, HBV, HCV, hypertension, diabetes) | .41 | |||
| Yes | 116 (0.8) | 39 (0.89) | 77 (0.76) | |
| No | 14,462 (99.2) | 4359 (99.11) | 10,103 (99.24) |
1Chi-square test
Risk of readmission and length of hospital stay demographic predictors among patients diagnosed with substance use disorder
| Risk of readmission | Length of hospital stay predictors | |||||
|---|---|---|---|---|---|---|
| Hazard ratio (HR) | 95% CI1 | Regression coefficient | Standard error | |||
| Age | ||||||
| 12–25 | 0.82 | (0.26, 2.58) | .74 | -0.46 | 0.86 | .59 |
| 26–40 | Reference | Reference | Reference | 1.22 | 0.71 | .08 |
| 41–60 | 1.08 | .13 | 1.39 | 0.66 | .03 | |
| 61–112 | 0.88 | .31 | Reference | Reference | Reference | |
| Gender | ||||||
| Male | Reference | Reference | Reference | |||
| Female | 0.61 | 2.14 | .77 | |||
| Marital status | ||||||
| Married | 1.44 | .71 | 0.85 | 2.79 | .31 | |
| Single | 1.44 | .71 | 2.9 | 2.79 | .29 | |
| Divorced | 1.47 | .69 | 2.14 | 2.81 | .76 | |
| Widow | Reference | Reference | Reference | Reference | Reference | Reference |
| Employment status | ||||||
| Employed | 1.07 | 0.68 | .11 | |||
| Employment (government) | Reference | Reference | Reference | |||
| Employment (private sector) | 1.98 | 0.48 | < .0001 | |||
| Student | 2.16 | 0.65 | .001 | |||
| Retired | 4.19 | 0.61 | < .0001 | |||
| Unemployment | 2.16 | 0.33 | < .0001 | |||
| Unknown | 1.27 | 1.23 | .29 | |||
| Discharge status | ||||||
| Recovered | Reference | Reference | Reference | 8.25 | 0.71 | < .0001 |
| Against medical advice | 0.98 | .83 | − 8.0 | 0.75 | < .0001 | |
| Family request | 0.97 | .76 | − 2.16 | 1.01 | .03 | |
| No show up after break | 1.11 | (0.75, 1.62) | .59 | − 0.71 | 1.38 | .61 |
| Not fit for the program | 1.32 | .36 | − 8.33 | 1.92 | < .0001 | |
| Police request | 0.85 | (0.53, 1.39) | .53 | Reference | Reference | Reference |
| Transfer to another hospital | 0.76 | .60 | − 9.98 | 1.92 | < .0001 | |
| Year of admission | ||||||
| 2005–2010 | Reference | Reference | Reference | Reference | ||
| 2011–2016 | 1.54 | < .0001 | 2.57 | 0.31 | < .0001 | |
| 2017–2021 | ––– | 1.87 | 0.34 | < .0001 | ||
1Confidence interval (CI)
2No discharge date beyond 2021
3Removed by selection forward (not significant predictor)
Risk of readmission and length of hospital stay predictors among patients diagnosed with substance use disorder
| Risk of readmission | Length of hospital stay predictors | |||||
|---|---|---|---|---|---|---|
| Hazard ratio (HR) | 95% CI1 | Regression coefficient | Standard error | |||
| Hashish/marijuana/cannabis dependence | 0.97 | .72 | − 0.41 | 0.33 | .22 | |
| Alcohol dependence | 1.15 | .14 | − 1.78 | 0.52 | .0006 | |
| Opioid (tramadol, heroin, codeine, hydrocodeine, hydromorphine, opium, pethidine, morphine) | 0.89 | .39 | − 4.53 | 0.59 | < .0001 | |
| Amphetamine/m | 1.36 | .02 | − 0.54 | 0.57 | .33 | |
| Poly substance abuse/dependence | 1.29 | .3 | − 3.71 | 1.66 | .02 | |
| Benzodiazepines (Xanax) dependence | 0.87 | .15 | − 1.12 | 0.49 | .02 | |
| 0.91 | (0.63, 1.91) | .65 | − 1.14 | 0.84 | .17 | |
| Volatile inhalant dependence | 0.59 | .17 | 0.05 | 1.81 | .97 | |
| No specified substance use disorder | Reference | Reference | Reference | Reference | Reference | Reference |
| Mental health disorder (depression, anxiety, personality disorder, schizophrenia, antisocial, substance-induced psychosis) | ||||||
| Yes | 0.75 | .15 | 7.25 | 0.67 | < .0001 | |
| No | Reference | Reference | Reference | Reference | Reference | |
| Comorbidity (HIV, HBV, HCV, hypertension, diabetes) | ||||||
| Yes | 1.13 | .58 | − 3.19 | 1.31 | .01 | |
| No | Reference | Reference | Reference | Reference | Reference | |
1Confidence interval (CI)
Fig. 2Time to first readmission curve