Implementation of the HepClink test-and-treat community strategy targeting Pakistani migrants with hepatitis C living in Catalonia (Spain) compared with the current practice of the Catalan health system: budget impact analysis.

OBJECTIVES: To perform a budget impact analysis of the HepClink test-and-treat strategy in which community health agents offer hepatitis C virus (HCV) testing, diagnosis and treatment to the Pakistani population living in Catalonia compared with the current practice of the Catalan health system (without targeted screening programmes). METHODS: We estimated the population of adult Pakistani migrants registered at the primary care centres in Catalonia by means of the Information System for the Development of Research in Primary Care (n=37 972 in 2019, Barcelona health area). This cohort was followed for a time period of 10 years after HCV diagnosis (2019-2028). The statistical significance of the differences observed in the anti-HCV positivity rate between screened and non-screened was confirmed (α=0.05). The budget impact was calculated from the perspective of the Catalan Department of Health. Sensitivity analyses included different levels of participation in HepClink: pessimistic, optimistic and maximum. RESULTS: The HepClink scenario screened a higher percentage of individuals (69.8%) compared with the current scenario of HCV care (39.7%). Viraemia was lower in the HepClink scenario compared with the current scenario (1.7% vs 2.5%, respectively). The budget impact of the HepClink scenario was €884 244.42 in 10 years. CONCLUSIONS: Scaling up the HepClink strategy to the whole Catalan territory infers a high budget impact for the Department of Health and allows increasing the detection of viraemia (+17.8%) among Pakistani migrants ≥18 years. To achieve a sustainable elimination of HCV by improving screening and treatment rates, there is room for improvement at two levels. First, taking advantage of the fact that 68.08% of the Pakistani population had visited their primary care physicians to reinforce targeted screening in primary care. Second, to use HepClink at the community level to reach individuals with reluctance to use healthcare services.

Monitoring health and health behaviors among adolescents in Central Catalonia: DESKcohort protocol.

The objective of the prospective cohort study (the DESKcohort project) is to describe and monitor health, health behaviors, and their related factors among 12 and 19-year-old adolescents schooled at centers of Compulsory Secondary Education or post-compulsory secondary education in Central Catalonia, considering social determinants of health. The DESKcohort survey is administered biannually between the months of October and June, and the project has been running for three years. We have interviewed 7319 and 9265 adolescents in the academic years 2019/20 and 2021/22, respectively. They responded a questionnaire created by a committee of experts, that included the following variables: sociodemographic factors, physical and mental health, food, physical activity, leisure and mobility, substance use, interpersonal relationships, sexuality, screen use and digital entertainment, and gambling. The results are presented to educational centers, county councils, municipalities, and health and third sector entities to plan, implement, and evaluate prevention and health promotion actions that address the identified needs.

Gender inequalities in the prevalence of low mood and related factors in schooled adolescents during the 2019-2020 school year: DESKcohort project.

BACKGROUND: Mood disorders are the second most prevalent mental disorders in childhood and adolescence. Many undiagnosed people manifest subthreshold symptoms, like low mood, and present worse prognoses than asymptomatic healthy subjects. The aim of this study was to estimate the prevalence of low mood, gender inequalities, and associated factors, in 12- to 18-year-old adolescents in the rural and medium-sized urban areas of Central Catalonia during the 2019-2020 academic year. METHODS: Cross-sectional study with data from a cohort of high-schooled students (2019-2020), with a convenience sample of 6428 adolescents from the Central region of Catalonia (48.3 % boys and 51.7 % girls). Prevalence of low mood was estimated by gender and exposure variables, and ratios were obtained using Poisson regression models, adjusting for several exposure variables one by one, and for all of them jointly. RESULTS: The prevalence of low mood was 18.6 %, with statistically significant differences between genders (11.6 %, 95 % CI: 10.5-12.8 in boys and 25.1 %, 95 % CI: 23.7-26.6 in girls). Being an immigrant, dieting, and daily tobacco smoking were only associated with low mood in girls, whereas risky alcohol consumption was only associated in boys. Sexual violence was found to account for 36.2 % of low mood problems in girls. LIMITATIONS: The main limitation of the study is its cross-sectional design, which means that no casual relationships can be extracted of this study. CONCLUSIONS: The prevalence of low mood varies between the sexes, highlighting the importance of developing gender-specific interventions to reduce its incidence in young people, considering the factors associated with this condition.

Study on the approach to HIV: health management and the healthcare process in Spain.

INTRODUCTION: HIV continues to represent a problem of great relevance for public health in Spain. This study aims to carry out an analysis that will provide in-depth knowledge of the resources, clinical care, and management during the diagnosis, follow-up, and treatment phases of HIV infection in Spain. METHODS: In the first phase, a multidisciplinary Scientific Committee designed an information collection tool in the form of a survey. In the second phase, carried out in the autonomous communities of Andalusia, Catalonia, and La Rioja, a multidisciplinary group of 42 experts, representatives of the public administration, clinical profiles, and representatives of NGOs in the field of HIV answered the survey. RESULTS: The assessment of HIV resources is generally positive. As regards diagnosis, the experts considered that there was good coordination between Primary and Hospital care. Regarding treatment, the evaluations reflected good opinions on therapeutic conciliation and adherence, with a negative opinion in the evaluation of drug interactions with antiretroviral treatment. Regarding follow-up, the perception expressed was disparate concerning the coordination between Hospital and Primary Care as well as the adaptation of care to chronicity, aging, fragility, mental health, and oncological processes. CONCLUSION: There are certain processes that can be improved in the management of HIV infection in people with HIV in Spain, including protocols for follow-up and coordination between primary and hospital care in the treatment and follow-up of the disease.

An estimation of the social cost of illicit drug consumption in Catalonia. / Estimación del coste social del consumo de drogas ilegales en Catalunya.

Worldwide, as well as in Spain, the use of illegal drugs is among the major contributors to the global burden of disease. Quantifying the costs that illegal drugs impose on society is key in terms of decision-making. The objective of this paper is to estimate the social cost of illicit drug consumption in Catalonia for a specific year, and to establish a methodology to be able to replicate such estimations regularly and monitor properly the impact of national plans. To do that, a cost of illness study was performed. For the estimation of mortality and morbidity costs, we relied on the Attributable Fraction approach. Only public sector costs were included: healthcare and non-healthcare costs. The cost of illegal drug consumption in Catalonia in 2011 was estimated at €326.39 million (0.16% of the Catalan GDP in 2011; 0.15% in 2018). Of the total cost, 82% corresponded to direct costs. Among direct costs, 30.32% corresponded to the penal system, 15.99% to hospitalizations, 13.48% to the police force, 17.19% to pharmacy, 8.34% to treatment in specialized centres, and 5.74% to therapeutic communities, among others. Indirect costs represented 18% of total costs, mostly lost income due to drug-related death. This study has been an opportunity to systematically collect data and think about the potential economic returns that could be achieved from effective policies and programs aimed at reducing the consumption of illegal drugs.

Mundialmente, así como en España, el consumo de drogas ilegales es uno los principales contribuyentes a la carga mundial de morbilidad. Cuantificar los costes que las drogas ilegales imponen a la sociedad es clave para la toma de decisiones. El objetivo de este trabajo es estimar el coste social del consumo de drogas ilegales en Cataluña para un año específico y establecer una metodología para poder replicar dichas estimaciones regularmente y monitorear el impacto de los planes nacionales. Se ha realizado un estudio de coste de la enfermedad. Para la estimación de los costes de mortalidad y morbilidad se ha utilizado el enfoque de la fracción atribuible. Solo se incluyeron los costes del sector público, sanitarios y no sanitarios. El coste del consumo de drogas ilegales en Cataluña en 2011 se estimó en 326,39 millones de € (0,16% del PIB catalán en 2011; 0,15% en 2018). El 82% del coste total correspondió a costes directos; de estos, el 30,32% correspondió al sistema penal, 15,99% a hospitalizaciones, 13,48% a la policía, 17,19% a farmacia, 8,34% a tratamiento en centros especializados y 5,74% a comunidades terapéuticas, entre otros. Los costes indirectos representaron el 18% de los costes totales, principalmente pérdidas de productividad debidas a muertes por el consumo de drogas. Este estudio ha sido una oportunidad para recopilar datos de forma sistemática y pensar en los posibles rendimientos económicos que podrían obtenerse de políticas y programas efectivos destinados a reducir el consumo de drogas ilegales.

In vitro and in silico assessment of probiotic and functional properties of Bacillus subtilis DE111®.

Bacillus subtilis DE111® is a safe, well-tolerated commercially available spore-forming probiotic that has been clinically shown to support a healthy gut microbiome, and to promote digestive and immune health in both adults and children. Recently it was shown that this spore-forming probiotic was capable of germinating in the gastrointestinal tract as early as 3 h after ingestion. However, a better understanding of the mechanisms involved in the efficacy of DE111® is required. Therefore, the present investigation was undertaken to elucidate the functional properties of DE111® through employing a combination of in vitro functional assays and genome analysis. DE111® genome mining revealed the presence of several genes encoding acid and stress tolerance mechanisms in addition to adhesion proteins required to survive and colonize harsh gastrointestinal environment including multi subunit ATPases, arginine deiminase (ADI) pathway genes (argBDR), stress (GroES/GroEL and DnaK/DnaJ) and extracellular polymeric substances (EPS) biosynthesis genes (pgsBCA). DE111® harbors several genes encoding enzymes involved in the metabolism of dietary molecules (protease, lipases, and carbohyrolases), antioxidant activity and genes associated with the synthesis of several B-vitamins (thiamine, riboflavin, pyridoxin, biotin, and folate), vitamin K2 (menaquinone) and seven amino acids including five essential amino acids (threonine, tryptophan, methionine, leucine, and lysine). Furthermore, a combined in silico analysis of bacteriocin producing genes with in vitro analysis highlighted a broad antagonistic activity of DE111® toward numerous urinary tract, intestinal, and skin pathogens. Enzymatic activities included proteases, peptidases, esterase's, and carbohydrate metabolism coupled with metabolomic analysis of DE111® fermented ultra-high temperature milk, revealed a high release of amino acids and beneficial short chain fatty acids (SCFAs). Together, this study demonstrates the genetic and phenotypic ability of DE111® for surviving harsh gastric transit and conferring health benefits to the host, in particular its efficacy in the metabolism of dietary molecules, and its potential to generate beneficial SCFAs, casein-derived bioactive peptides, as well as its high antioxidant and antimicrobial potential. Thus, supporting the use of DE111® as a nutrient supplement and its pottential use in the preparation of functional foods.

Mental well-being of the general population: direct and indirect effects of socioeconomic, relational and health factors.

PURPOSE: The aim of this study was to analyse the association between individual mental well-being and social, economic, lifestyle and health factors. METHODS: Cross-sectional study on a representative sample of 13,632 participants (> 15y/o) from the Catalan Health Interview Survey 2013-2016 editions. Mental well-being was assessed with the Warwick-Edinburg Mental Well-being Scale (WEMWBS). Linear regressions were fitted to associate well-being and sociodemographic, relational, lifestyle and health variables according to minimally sufficient adjustment sets identified using directed acyclic graphs. Predictors entered the model in blocks of variable types and analysed individually. Direct and total effects were estimated. RESULTS: Health factors significantly contributed to mental well-being variance. Presence of a mental disorder and self-reported health had the largest effect size (eta2 = 13.4% and 16.3%). The higher individual impact from a variable came from social support (ß = - 12.8, SE = 0.48, eta2 = 6.3%). A noticeable effect gradient (eta2 = 4.2%) from low to high mental well-being emerged according to economic difficulties (from ß = 1.59, SE = 0.33 for moderate difficulties to ß = 6.02 SE = 0.55 for no difficulties). Younger age (ß = 5.21, SE = 0.26, eta2 = 3.4%) and being men (ß = 1.32, SE = 0.15, eta2 = 0.6%) were associated with better mental well-being. Direct gender effects were negligible. CONCLUSIONS: This study highlights health and social support as the most associated factors with individual mental well-being over socioeconomic factors. Interventions and policies aimed to these factors for health promotion would improve population mental well-being.

Study to determine relevant health outcome measures in opioid use disorder: Multicriteria decision analysis. / Estudio para la determinación de medidas de resultados en salud relevantes en el trastorno por consumo de opiáceos. Análisis de decisión multicriterio.

The aim of the current study was to establish the most relevant health outcomes to assess opioid substitution treatment programmes (OSP) in patients with opioid use disorder (OUD) in Spain. A multicriteria decision analysis was applied in 3 phases: 1) concepts and criteria definitions; 2) criteria screening and weighting by means of a discrete choice experiment; 3) deliberative process. Criteria established in phase 1 were: substance use (opioids, alcohol, tobacco, stimulants and cannabis), other mental disorders (affective/anxiety disorder, psychosis, attention deficit hyperactivity disorder, borderline personality disorder, antisocial personality disorder, gambling disorder and other impulse control disorders), level of disability, adherence, medical illnesses (medical comorbidities, risk behaviours, infectious and sexually transmitted diseases), psychosocial aspects (hostile and/or violent behaviour and work problems), functional disability (quality of life, treatment and service satisfaction, social functionality). In phase 2, the most relevant factors in OSP were determined, and subsequently assessed in the deliberative process: remission of substance use (opioids, alcohol and stimulants), improvement of other mental disorders (psychosis and borderline personality disorder), improvement in comorbidity management, and improvement in social functionality, with a weighting of 56.5%, 21.9%, 11.0%, and 10.7%, respectively. The current analysis defines the main health outcomes in OSP in patients with OUD in Spain, supporting decision making and socio-health management of existing resources.

El objetivo fue establecer los resultados en salud con mayor relevancia en la evaluación de programas de tratamiento de sustitución de opiáceos (PTSO) en pacientes con trastorno por consumo de opiáceos (TCO) en España. Se realizó un análisis de decisión multicriterio con 3 fases: 1) definición de conceptos y criterios a evaluar; 2) cribado y ponderación de criterios mediante un experimento de elecciones discretas; 3) proceso deliberativo. Los criterios de la fase 1 fueron: consumo de sustancias (opiáceos, alcohol, tabaco, estimulantes y cannabis), trastornos mentales (trastorno afectivo ansioso, psicosis, trastorno por déficit de atención e hiperactividad, trastorno límite de personalidad, trastornos de personalidad antisocial, trastorno por juego y otras alteraciones del control de los impulsos), nivel de discapacidad, adherencia, enfermedades médicas (comorbilidades, conductas de riesgo, enfermedades infecciosas y de transmisión sexual), aspectos psicosociales (conducta hostil y/o violenta, presencia de problemas laborales), discapacidad funcional (calidad de vida, satisfacción con el tratamiento y servicio, funcionamiento social). En la fase 2 se determinaron los factores fundamentales en la elección de un PTSO, revisados en el proceso deliberativo: remisión del consumo de sustancias (opiáceos, alcohol y estimulantes), mejoría en el manejo de otros trastornos mentales (psicosis y trastorno límite de la personalidad), mejoría en manejo de comorbilidades médicas y mejoría en el funcionamiento social, con un peso del 56,5%, 21,9%, 11,0% 10,7% respectivamente. Este análisis define los resultados sanitarios más relevantes en PTSO en pacientes con TCO en España, favoreciendo la toma de decisiones y la gestión socio-sanitaria de los recursos existentes.

Alcohol, tobacco and health care costs: a population-wide cohort study (n = 606 947 patients) of current drinkers based on medical and administrative health records from Catalonia.

Background: Most cost of illness studies are based on models where information on exposure is combined with risk information from meta-analyses, and the resulting attributable fractions are applied to the number of cases. Methods: This study presents data on alcohol and tobacco use for 2011 and 2012 obtained from a routine medical practice in Catalonia of 606 947 patients, 18 years of age and older, as compared with health care costs for 2013 (all costs from the public health care system: primary health care visits, hospital admissions, laboratory and medical tests, outpatient visits to specialists, emergency department visits and pharmacy expenses). Quasi-Poisson regressions were used to assess the association between alcohol consumption and smoking status and health care costs (adjusted for age and socio-economic status). Results: Resulting health care costs per person per year amounted to 1290 Euros in 2013, and were 20.1% higher for men than for women. Sex, alcohol consumption, tobacco use and socio-economic status were all associated with health care costs. In particular, alcohol consumption had a positive dose-response association with health care costs. Similarly, both smokers and former smokers had higher health care costs than did people who never smoked. Conclusions: Alcohol and tobacco use had modest and large impacts respectively on health care costs, confirming the results of previous ecological modelling analyses. Reductions of alcohol consumption and smoking through public policies and via early identification and brief interventions would likely be associated with reductions in health care costs.

Towards new recommendations to reduce the burden of alcohol-induced hypertension in the European Union.

BACKGROUND: Hazardous and harmful alcohol use and high blood pressure are central risk factors related to premature non-communicable disease (NCD) mortality worldwide. A reduction in the prevalence of both risk factors has been suggested as a route to reach the global NCD targets. This study aims to highlight that screening and interventions for hypertension and hazardous and harmful alcohol use in primary healthcare can contribute substantially to achieving the NCD targets. METHODS: A consensus conference based on systematic reviews, meta-analyses, clinical guidelines, experimental studies, and statistical modelling which had been presented and discussed in five preparatory meetings, was undertaken. Specifically, we modelled changes in blood pressure distributions and potential lives saved for the five largest European countries if screening and appropriate intervention rates in primary healthcare settings were increased. Recommendations to handle alcohol-induced hypertension in primary healthcare settings were derived at the conference, and their degree of evidence was graded. RESULTS: Screening and appropriate interventions for hazardous alcohol use and use disorders could lower blood pressure levels, but there is a lack in implementing these measures in European primary healthcare. Recommendations included (1) an increase in screening for hypertension (evidence grade: high), (2) an increase in screening and brief advice on hazardous and harmful drinking for people with newly detected hypertension by physicians, nurses, and other healthcare professionals (evidence grade: high), (3) the conduct of clinical management of less severe alcohol use disorders for incident people with hypertension in primary healthcare (evidence grade: moderate), and (4) screening for alcohol use in hypertension that is not well controlled (evidence grade: moderate). The first three measures were estimated to result in a decreased hypertension prevalence and hundreds of saved lives annually in the examined countries. CONCLUSIONS: The implementation of the outlined recommendations could contribute to reducing the burden associated with hypertension and hazardous and harmful alcohol use and thus to achievement of the NCD targets. Implementation should be conducted in controlled settings with evaluation, including, but not limited to, economic evaluation.

Differential item and test functioning methodology indicated that item response bias was not a substantial cause of country differences in mental well-being.

OBJECTIVES: Establishing the cross-cultural equivalence of the mental well-being construct, as measured with the Warwick-Edinburg Mental Well-being Scale (WEMWBS), by studying potential construct validity biases in two countries with previously reported score differences. STUDY DESIGN AND SETTING: We compared the WEMWBS total scores and item responses in Scotland (N = 779) and Catalonia (N = 1,900) general population samples. To assess whether the questionnaire spuriously favored higher scores in Catalonia, we tested for differential item functioning (DIF) by applying ordinal logistic regression on Item Response Theory scores. DIF was tested with likelihood ratio tests and standard effect measures (McFadden Pseudo R(2), >0.13; relative parameter change, >5%), and differential test functioning (DTF) was tested by plotting differences between full-test and purified (i.e., without DIF items) score estimates. RESULTS: Catalonia showed higher levels of mental well-being than Scotland (Cohen d = 0.84). Three of 14 WEMWBS items showed small amounts of DIF. DIF did not accrue to DTF, as shown by intraclass correlation coefficient (ICC, 0.999) and case-by-case differences (maximum, 0.12 SD) between total and purified scores. Population differences remained mainly constant across sociodemographics and health outcomes. CONCLUSION: The WEMWBS measures a distinct well-being construct that is stable across countries, implying that Scotland and Catalonia populations are effectively different in the distribution of mental well-being. This result adds to previous psychometric information and supports WEMWBS as a valid unbiased measures for individual and cross-cultural comparisons.

The Spanish version of the Warwick-Edinburgh mental well-being scale (WEMWBS) is valid for use in the general population.

PURPOSE: Mental well-being has aroused interest in Europe as an indicator of population health. The Warwick-Edinburgh Mental Well-Being Scale (WEMWBS) was developed in the United Kingdom showing good face validity and has been previously adapted into Spanish. The aim of this study is to assess the validity and reliability of the Spanish version of WEMWBS in the general population. METHODS: Cross-sectional home face-to-face interview survey with computer-assisted personal interviewing was administered with the 2011 Catalan Health Interview Survey Wave 3, which is representative of the non-institutionalized general population of Catalonia, Spain. A total of 1,900 participants 15+ years of age were interviewed. The Spanish version of WEMWBS was administered together with socioeconomic and health-related variables, with a hypothesized level of association. RESULTS: Similar to the original, confirmatory factor analysis fits a one-factor model adequately (CFI = 0.974; TLI = 0.970; RMSEA = 0.059; χ (2) = 584.82; df = 77; p < .001) and has a high internal consistency (Cronbach's alpha = 0.930; Guttman's lambda 2 = 0.932). The WEMWBS discriminated between population groups in all health-related and socioeconomic variables, except in gender (p = 0.119), with a magnitude similar to that hypothesized. Overall, mental well-being was higher for the general population of Catalonia (average and whole distribution) than that for Scotland general population. CONCLUSIONS: The Spanish version of WEMWBS showed good psychometric properties similar to the UK original scale. Whether better mental well-being in Catalonia is due to methodological or substantive cultural, social, or environmental factors should be further researched.

Implementing training and support, financial reimbursement, and referral to an internet-based brief advice program to improve the early identification of hazardous and harmful alcohol consumption in primary care (ODHIN): study protocol for a cluster randomized factorial trial.

BACKGROUND: The European level of alcohol consumption, and the subsequent burden of disease, is high compared to the rest of the world. While screening and brief interventions in primary healthcare are cost-effective, in most countries they have hardly been implemented in routine primary healthcare. In this study, we aim to examine the effectiveness and efficiency of three implementation interventions that have been chosen to address key barriers for improvement: training and support to address lack of knowledge and motivation in healthcare providers; financial reimbursement to compensate the time investment; and internet-based counselling to reduce workload for primary care providers. METHODS/DESIGN: In a cluster randomized factorial trial, data from Catalan, English, Netherlands, Polish, and Swedish primary healthcare units will be collected on screening and brief advice rates for hazardous and harmful alcohol consumption. The three implementation strategies will be provided separately and in combination in a total of seven intervention groups and compared with a treatment as usual control group. Screening and brief intervention activities will be measured at baseline, during 12 weeks and after six months. Process measures include health professionals' role security and therapeutic commitment of the participating providers (SAAPPQ questionnaire). A total of 120 primary healthcare units will be included, equally distributed over the five countries. Both intention to treat and per protocol analyses are planned to determine intervention effectiveness, using random coefficient regression modelling. DISCUSSION: Effective interventions to implement screening and brief interventions for hazardous alcohol use are urgently required. This international multi-centre trial will provide evidence to guide decision makers.

Good practices for the prevention of alcohol harmful use amongst the elderly in Europe, the VINTAGE project.

INTRODUCTION: There is a lack of information about initiatives aimed at preventing the harmful effects of alcohol amongst the elderly. OBJECTIVES: One of the objectives of the VINTAGE study was to collect the initiatives carried out in Europe and review the published grey literature about this topic. METHODS: Email-based survey addressed to researchers, professionals and policymakers, and internet search of grey literature. RESULTS: Three hundred nine contacts were finally made, and 21 of the 36 collected initiatives were considered as useful in preventing the harmful use of alcohol amongst the elderly. Out of the about 2900 references identified 96 were classified as relevant. CONCLUSIONS: Despite a growing interest, alcohol use in the elderly is not yet perceived as a major issue for prevention.

The social cost of illegal drug consumption in Spain.

AIMS: The objective of this study was to estimate the social cost of the consumption of illegal drugs in Spain. DESIGN: We performed a cost-of-illness study, using a prevalence approximation and a societal perspective. The estimation of costs and consequences referred to 1997. As direct costs we included health-care costs, prevention, continuing education, research, administrative costs, non-governmental organizations and crime-related costs. As indirect costs we included lost productivity associated with mortality and the hospitalization of patients. Estimation of intangible costs was not included. FINDINGS: The minimum cost of illegal drug consumption in Spain is 88,800 million pesetas (PTA) (467 million dollars). Seventy-seven per cent of the costs correspond to direct costs. Of those, crime-related costs represent 18%, while the largest part corresponds to the health-care costs (50% of direct costs). From the perspective of the health-care system, the minimum cost of illegal drug consumption is 44,000 million PTA (231 million dollars). The cost of illegal drug consumption represents 0.07% of the Spanish GDP. This gross figure compares with 2250 million PTA (12.5 million dollars) invested in prevention programmes during the same year, and with 12,300 million PTA (68.3 million dollars) spent on specific programmes and resources for the drug addict population. CONCLUSIONS: Although there are limitations intrinsic in this type of study and the estimations obtained in the present analysis are likely to be an underestimate of the real cost of this condition, we estimate that illegal drug consumption costs the Spanish economy at least 0.2% of GDP.