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Mancheño-Velasco C, Narváez-Camargo M, Dacosta-Sánchez D, Sánchez-García M, Lozano ÓM. Examining Profiles and Treatment Outcomes in Dual Diagnosis: Comparison of Coordinated Treatment With Mental Health Services Versus Addiction Center Alone. A Real-World Data Analysis. J Dual Diagn 2024; 20:266-278. [PMID: 38478999 DOI: 10.1080/15504263.2024.2323976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/28/2024]
Abstract
OBJECTIVE The aim of this work was to examine the profile and treatment outcomes of patients with dual pathology depending on whether the patients were attending addiction centers or are being treated in a coordinated model by mental health services. METHODS Data from 7225 dual diagnosis patients were used, of whom 2417 (33.5%) received treatment in the mental health coordinated modality. Clinical information was taken from the patients' electronic health record. RESULTS Differences were found in patients' sociodemographic and comorbidity profiles according to treatment modality. In general, coordinated care yielded favorable outcomes (higher attendance and lower dropout rates but no differences in retention). The logistic regression analysis identified predictors of patient profiles in coordinated care, emphasizing having a severe mental health disorder (OR = 3.878, 95% CI [3.443, 4.368]; p = .000), being referred by social/health services, or having retired status. Main differences were observed according to the comorbid diagnosis presented, particularly in cases in which the patient had impulse control, hyperkinetic, or cluster C personality disorder. CONCLUSIONS While therapeutic outcomes are influenced by associated comorbidities, the disorders prognosis can be favorable with appropriate treatment. Furthermore, analysis of differences according to treatment modality allows for predicting the type of patient who will receive a particular service, which enables the development of tailored treatments.
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Affiliation(s)
| | - Marta Narváez-Camargo
- Department of Clinical and Experimental Psychology, University of Huelva, Huelva, Spain
| | | | - Manuel Sánchez-García
- Department of Clinical and Experimental Psychology, University of Huelva, Huelva, Spain
- Research Center on Natural Resources, Health and the Environment, University of Huelva, Huelva, Spain
| | - Óscar M Lozano
- Department of Clinical and Experimental Psychology, University of Huelva, Huelva, Spain
- Research Center on Natural Resources, Health and the Environment, University of Huelva, Huelva, Spain
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Dacosta-Sánchez D, Fernández-Calderón F, Díaz-Batanero C, Mancheño-Velasco C, Lozano ÓM. Modeling the Therapeutic Process of Patients with Cocaine Use Disorders: A Guide for Predicting Readmission. Eur Addict Res 2024; 30:80-93. [PMID: 38437822 DOI: 10.1159/000535689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 11/29/2023] [Indexed: 03/06/2024]
Abstract
INTRODUCTION Patients with cocaine use disorders have very high readmission rates. Our aim was to model the relationships between attributes of patients with cocaine use disorder at the beginning of treatment, therapeutic process indicators of time in treatment or proportion of appointments attended, and treatment outcomes, including outcomes at discharge and non-readmissions posttreatment as indicators of therapeutic success. METHOD A retrospective observational design was used with 10,298 cocaine use disorder patients. Electronic health records were used for statistical analysis of the data. Randomized subsample 1 (n = 5,150) was used for exploratory analysis and subsample 2 (n = 5,148) for modeling relationships between the variables. RESULTS Patients attributes at intake (e.g., legal services as the source of referral) were of limited significance in explaining time in treatment, proportion of appointments attended, and treatment outcomes. Time in treatment and proportion of appointments attended emerged as significant factors in explaining outcomes at discharge. However, readmissions were primarily explained by time in treatment and outcomes at discharge, although referrals to addiction centers by health services also appeared to be relevant for explaining readmission. DISCUSSION/CONCLUSION Our study has shown that maintaining a sufficient appointment attendance rate and remaining in treatment for a longer duration are critical therapeutic process indicators for explaining outcomes at the point of discharge and therapeutic success, as indicated by a reduced likelihood of readmissions. Patients who remained in treatment for an extended period were found to have a reduced risk of future readmissions. In addition, our study highlights the importance of maintaining a satisfactory appointment attendance rate to attain successful short- and medium-term therapeutic discharge outcomes. These guidelines could help to increase the efficiency of patient treatment and alleviate the suffering of both patients and their families.
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Affiliation(s)
| | - Fermín Fernández-Calderón
- Department of Clinical and Experimental Psychology, University of Huelva, Huelva, Spain
- Research Center on Natural Resources, Health and the Environment, University of Huelva, Huelva, Spain
| | - Carmen Díaz-Batanero
- Department of Clinical and Experimental Psychology, University of Huelva, Huelva, Spain
- Research Center on Natural Resources, Health and the Environment, University of Huelva, Huelva, Spain
| | | | - Óscar M Lozano
- Department of Clinical and Experimental Psychology, University of Huelva, Huelva, Spain
- Research Center on Natural Resources, Health and the Environment, University of Huelva, Huelva, Spain
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Dinis-Oliveira RJ. No Boundaries for Toxicology in Clinical Medicine: One Health, One Society and One Planet for All of Us. J Clin Med 2023; 12:jcm12082808. [PMID: 37109146 PMCID: PMC10142702 DOI: 10.3390/jcm12082808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 03/25/2023] [Indexed: 04/29/2023] Open
Abstract
The concept of One Health is not new; it can be traced back for at least two hundred years [...].
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Affiliation(s)
- Ricardo Jorge Dinis-Oliveira
- TOXRUN-Toxicology Research Unit, University Institute of Health Sciences (IUCS), CESPU, 4585-116 Gandra, Portugal
- Department of Public Health and Forensic Sciences, and Medical Education, Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
- UCIBIO-REQUIMTE, Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313 Porto, Portugal
- MTG Research and Development Lab, 4200-604 Porto, Portugal
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Dacosta-Sánchez D, González-Ponce BM, Fernández-Calderón F, Sánchez-García M, Lozano OM. Retention in treatment and therapeutic adherence: How are these associated with therapeutic success? An analysis using real-world data. Int J Methods Psychiatr Res 2022; 31:e1929. [PMID: 35765238 PMCID: PMC9720222 DOI: 10.1002/mpr.1929] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 06/12/2022] [Accepted: 06/15/2022] [Indexed: 01/09/2023] Open
Abstract
INTRODUCTION Treatment retention and adherence are used as outcomes in numerous randomized clinical trials and observational studies conducted in the addiction field. Although usual criteria are 3/6 months of treatment retention or number of sessions attended, there is not a methodological support for conclusions using these criteria. This study analyzed the usefulness of retention and adherence to predict therapeutic success. METHODS Retrospective observational study using real-world data from electronic health records of 11,907 patients in treatment diagnosed with cocaine, alcohol, cannabis and opiate use disorders or harmful use. RESULTS Moderate effect size relations were found between the different type of clinical discharge and months in retention (η2 = 0.12) and proportion of attendance (η2 = 0.10). No relationship was found with the number of sessions attended. Using cut-off points (i.e., 3 or 6 months in treatment or attending 6 therapy sessions) worsens the ability to predict the type of discharge. DISCUSSIONS/CONCLUSION Treatment retention and adherence are indicators moderately related to therapeutic success. Research using these indicators to assess the effectiveness of therapies should complement their results with other clinical indicators and quality of life measures.
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Affiliation(s)
| | | | - Fermín Fernández-Calderón
- Department of Clinical and Experimental Psychology, University of Huelva, Huelva, Spain.,Research Center on Natural Resources, Health and the Environment, University of Huelva, Huelva, Spain
| | - Manuel Sánchez-García
- Department of Clinical and Experimental Psychology, University of Huelva, Huelva, Spain.,Research Center on Natural Resources, Health and the Environment, University of Huelva, Huelva, Spain
| | - Oscar M Lozano
- Department of Clinical and Experimental Psychology, University of Huelva, Huelva, Spain.,Research Center on Natural Resources, Health and the Environment, University of Huelva, Huelva, Spain
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Mancheño-Velasco C, Dacosta-Sánchez D, Blanc-Molina A, Narvaez-Camargo M, Lozano-Rojas ÓM. Changes in the Care Activity in Addiction Centers with Dual Pathology Patients during the COVID-19 Pandemic. J Clin Med 2022; 11:jcm11154341. [PMID: 35893432 PMCID: PMC9369119 DOI: 10.3390/jcm11154341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 07/23/2022] [Accepted: 07/25/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Health care provision during the COVID-19 pandemic and confinement has led to significant changes in the activity of addiction centers. These changes in healthcare activity may have had a greater impact on patients with dual pathology. The aim of this study is to compare the treatment indicators of patients with dual pathology in addiction centers during the pre-confinement, confinement, and post-confinement periods. METHODS A retrospective observational study was conducted for the period between 1 February 2019 and 30 June 2021. A total of 2785 patients treated in specialized addiction services were divided into three periods according to their time of admission: pre-confinement, confinement, and post-confinement. RESULTS During the pre-pandemic period, the addiction centers attended to an average of 121.3 (SD = 23.58) patients, decreasing to 53 patients during confinement (SD = 19.47), and 80.69 during the post-confinement period (SD = 15.33). The number of appointments scheduled monthly for each patient decreased during the confinement period, although this number increased after confinement. There was a reduction in the number of toxicological tests carried out both during and after confinement (except for alcohol). CONCLUSIONS The results show a reduction in the number of patients seen and the care activity delivered to dual diagnosis patients. These results, which were caused by the COVID-preventive measures, may affect the progress and recovery of dual patients. A greater investment is needed to bring the care activity up to the standards of the years prior to confinement.
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Affiliation(s)
- Cinta Mancheño-Velasco
- Department of Clinical and Experimental Psychology, University of Huelva, 21004 Huelva, Spain; (C.M.-V.); (D.D.-S.); (A.B.-M.); (M.N.-C.)
| | - Daniel Dacosta-Sánchez
- Department of Clinical and Experimental Psychology, University of Huelva, 21004 Huelva, Spain; (C.M.-V.); (D.D.-S.); (A.B.-M.); (M.N.-C.)
| | - Andrea Blanc-Molina
- Department of Clinical and Experimental Psychology, University of Huelva, 21004 Huelva, Spain; (C.M.-V.); (D.D.-S.); (A.B.-M.); (M.N.-C.)
| | - Marta Narvaez-Camargo
- Department of Clinical and Experimental Psychology, University of Huelva, 21004 Huelva, Spain; (C.M.-V.); (D.D.-S.); (A.B.-M.); (M.N.-C.)
| | - Óscar Martín Lozano-Rojas
- Department of Clinical and Experimental Psychology, University of Huelva, 21004 Huelva, Spain; (C.M.-V.); (D.D.-S.); (A.B.-M.); (M.N.-C.)
- Research Center on Natural Resources, Health and the Environment, University of Huelva, 21004 Huelva, Spain
- Correspondence:
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Santos-de-Pascual A, López-Cano LM, Alcántara-López M, Martínez-Pérez A, Castro-Sáez M, Fernández-Fernández V, López-Soler C. Effects of a Residential Multimodal Psychological Treatment in an Addicted Population, at 6 and 12 Months: Differences Between Men and Women. Front Psychiatry 2022; 13:862858. [PMID: 35782433 PMCID: PMC9243417 DOI: 10.3389/fpsyt.2022.862858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 05/24/2022] [Indexed: 11/17/2022] Open
Abstract
The aim of this study is to explore the effects of a residential multimodal treatment intervention for an addict population. We gathered participants from the "Programa Base" (n = 166) of the Solidarity and Reinsertion Foundation of Murcia, and assessed the various problematic areas with the EuropASI at baseline level, 6 months and 12 months of treatment. We found improved outcomes in every area except for Legal Status. In addition, we found differences between male and female participants in their baseline evaluation, as well as between completers and non-completers. In conclusion, this data shows us some changes which occurred in individuals with problematic drug use during treatment, going further into the complex social reality which causes great suffering and damage to people and their families.
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