Elsa Caballeria

Elsa Caballeria

orcid

Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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3 April 2023 in Journal of Medical Internet Research
Verified
Journal Article
Open access
MKMarianna Kapsetaki
Marianna Kapsetaki
EKEunjoo Kim
Eunjoo Kim
GAGerard Anmella
Gerard Anmella
MSMiriam Sanabra
Miriam Sanabra
MPMireia Primé-Tous
Mireia Primé-Tous
DHDiego Hidalgo-Mazzei
Diego Hidalgo-Mazzei
Background: Many people attending primary care (PC) have anxiety-depressive symptoms and work-related burnout compounded by a lack of resources to meet their needs. The COVID-19 pandemic has exacerbated this problem, and digital tools have been proposed as a solution. Objective: We aimed to present the development, feasibility, and potential effectiveness of Vickybot, a chatbot aimed at screening, monitoring, and reducing anxiety-depressive symptoms and work-related burnout, and detecting suicide risk in patients from PC and health care workers. Methods: Healthy controls (HCs) tested Vickybot for reliability. For the simulation study, HCs used Vickybot for 2 weeks to simulate different clinical situations. For feasibility and effectiveness study, people consulting PC or health care workers with mental health problems used Vickybot for 1 month. Self-assessments for anxiety (Generalized Anxiety Disorder 7-item) and depression (Patient Health Questionnaire-9) symptoms and work-related burnout (based on the Maslach Burnout Inventory) were administered at baseline and every 2 weeks. Feasibility was determined from both subjective and objective user-engagement indicators (UEIs). Potential effectiveness was measured using paired 2-tailed t tests or Wilcoxon signed-rank test for changes in self-assessment scores. Results: Overall, 40 HCs tested Vickybot simultaneously, and the data were reliably transmitted and registered. For simulation, 17 HCs (n=13, 76% female; mean age 36.5, SD 9.7 years) received 98.8% of the expected modules. Suicidal alerts were received correctly. For the feasibility and potential effectiveness study, 34 patients (15 from PC and 19 health care workers; 76% [26/34] female; mean age 35.3, SD 10.1 years) completed the first self-assessments, with 100% (34/34) presenting anxiety symptoms, 94% (32/34) depressive symptoms, and 65% (22/34) work-related burnout. In addition, 27% (9/34) of patients completed the second self-assessment after 2 weeks of use. No significant differences were found between the first and second self-assessments for anxiety (t8=1.000; P=.34) or depressive (t8=0.40; P=.70) symptoms. However, work-related burnout scores were moderately reduced (z=−2.07, P=.04, r=0.32). There was a nonsignificant trend toward a greater reduction in anxiety-depressive symptoms and work-related burnout with greater use of the chatbot. Furthermore, 9% (3/34) of patients activated the suicide alert, and the research team promptly intervened with successful outcomes. Vickybot showed high subjective UEI (acceptability, usability, and satisfaction), but low objective UEI (completion, adherence, compliance, and engagement). Vickybot was moderately feasible. Conclusions: The chatbot was useful in screening for the presence and severity of anxiety and depressive symptoms, and for detecting suicidal risk. Potential effectiveness was shown to reduce work-related burnout but not anxiety or depressive symptoms. Subjective perceptions of use contrasted with low objective-use metrics. Our results are promising but suggest the need to adapt and enhance the smartphone-based solution to improve engagement. A consensus on how to report UEIs and validate digital solutions, particularly for chatbots, is required.

22 September 2022 in Nutrients
Verified
Journal Article
Open access
PDF file
ECElsa Caballeria
Elsa Caballeria
MPMaria Teresa Pons-Cabrera
Maria Teresa Pons-Cabrera
MBMercedes Balcells-Oliveró
Mercedes Balcells-Oliveró
FBFleur Braddick
Fleur Braddick
RGRebecca Gordon
Rebecca Gordon
Hugo Lopez-PelayoHugo Lopez-Pelayo
Hugo Lopez-Pelayo
No- and low-alcohol drinks (NoLo) have been proposed as a potential way forward for the reduction in the alcohol burden of disease. So far, there is scarce synthesized evidence on the effects of these products on people with alcohol use disorder (AUD), or with a heavy or high-risk drinking pattern. The aim of the present study is to systematically review the evidence of the use of NoLo drinks in these populations. A total of 4045 records were screened and 10 studies were included in the review. Craving and desire to drink have been found to increase after the consumption of NoLo drinks in patients with AUD. The increase in craving correlates with the severity of alcohol dependence. In addition, in this population, alcohol-related cues might trigger physiological responses similar to those experienced when using alcohol. Furthermore, as mentioned, in some of the studies, consumption was shown to increase as the %ABV or verbal descriptors indicate lower alcohol. Last, according to the epidemiological data, heavy drinkers tend to use NoLo drinks on top of their usual alcohol consumption rather than as part of regular drinking patterns. Further studies should be conducted in people with AUD or people with a high-risk drinking pattern to provide new insight to guide clinicians, patients, and other stakeholders to make evidence-based informed decisions.

25 August 2020 in Psychological Medicine
Verified
Journal Article
Closed access
PDF file
ECElsa Caballeria
Elsa Caballeria
COClara Oliveras
Clara Oliveras
LNLaura Nuño
Laura Nuño
MBMercedes Balcells-Oliveró
Mercedes Balcells-Oliveró
AGAntoni Gual
Antoni Gual
HLHugo López-Pelayo
Hugo López-Pelayo
Alcohol-related cognitive impairment (ARCI) is highly prevalent among patients with alcohol dependence. Although it negatively influences treatment outcome, this condition is underdiagnosed and undertreated. The aim of this systematic review is to investigate the existing evidence regarding both cognitive and pharmacological interventions for ARCI. We systematically reviewed PubMed, Scopus and Science direct databases up to May 2019 and followed the PRISMA guidelines. The quality of the studies was assessed using the Jadad Scale. Twenty-six studies were eligible for inclusion (14 referring to neuropsychological interventions and 12 to pharmacological treatments). Among neuropsychological interventions, computerised treatments, errorless learning and component method showed positive effects on working memory, memory measures and general cognitive function. On the other hand, thiamine, memantine and methylphenidate improved working memory, long-term memory and general cognitive function. Nevertheless, these studies have several limitations, such as small sample size, lack of replication of the results or low specificity of the interventions. Therefore, no gold-standard intervention can yet be recommended for clinical practice, and further research based on promising strategies (e.g. digital interventions, thiamine) is required.

9 March 2021 in European Journal of Emergency Medicine
Verified
Journal Article
Closed access
PBPol Bruguera
Pol Bruguera
PBPablo Barrio
Pablo Barrio
JMJakob Manthey
Jakob Manthey
COClara Oliveras
Clara Oliveras
Hugo Lopez-PelayoHugo Lopez-Pelayo
Hugo Lopez-Pelayo
Antoni GualAntoni Gual
Antoni Gual
Background and importance: SBIRT programs (Screening Brief Intervention and Referral to Treatment) for at-risk drinkers in emergency departments (ED) have shown to be effective, particularly at short term. In this article, we report mid and long-term follow-up results of a specialized SBIRT program. A short-term follow-up after 1.5 months showed encouraging results, with more than a 20% greater reduction of at-risk drinking in the intervention group and more than double of successful referrals to specialized treatment. Objective: We aimed to evaluate the mid and long-term efficacy of an SBIRT program conducted by psychiatrist specialists in addictive disorders and motivational interviewing in the ED of a tertiary hospital. Design, settings and participants: We conducted a secondary analysis of a previously published randomized controlled trial of an SBIRT program conducted by alcohol specialists for at-risk drinkers presenting to the ED, measured with the AUDIT-C scale. Intervention or exposure: Patients were randomized into two groups, with the control group receiving two leaflets: one regarding alcohol use and the other giving information about the study protocol. The intervention group received the same leaflets as well as a brief motivational intervention on alcohol use and, where appropriate, a referral to specialized treatment. Outcomes measure and analysis: Long-term assessment primary outcome was the proportion of at-risk alcohol use measured by AUDIT-C scale. The main effectiveness analysis at 18 weeks and 12 months’ follow-up was conducted with multilevel logistic regression analyses. Missing values were imputed with the last observation carried forward. Main results: Of 200 patients included in the study, 133 (66.5%) and 131 (65.5%) completed 18 weeks and 1-year follow-up respectively. Although the proportion of risky drinkers was substantially lower in the intervention group (38.5 vs. 57.4% at 4.5 months and 58.5 vs 68.2% at 1 year), these results did not reach statistical significance (OR = 2.15; CI, 0.87–5.33). Conclusions: In this secondary analysis for mid- and long-term effects of a specialized SBIRT program, there was no significant difference in the reduction of risky drinkers at 18 weeks and 1 year. The small size of the studied sample and the low retention rate precluded any significant conclusion, although point estimates suggest a positive effect. Overall, SBIRT programs are an effective tool to reduce alcohol use at short time and to refer patients to specialized treatment; however, its effects seem to decay over time.

24 June 2020 in JMIR Research Protocols
Verified
Journal Article
Open access
NPNúria Pastor
Núria Pastor
EKElizabeth Khalilian
Elizabeth Khalilian
ECElsa Caballeria
Elsa Caballeria
DMDanielle Morrison
Danielle Morrison
ULUnai Sanchez Luque
Unai Sanchez Luque
Hugo Lopez-PelayoHugo Lopez-Pelayo
Hugo Lopez-Pelayo
Background: Monitoring mental health outcomes has traditionally been based on heuristic decisions, often based on scarce, subjective evidence, making the clinical decisions made by professionals, as well as the monitoring of these diseases, subject to flaws. However, the digital phenotype, which refers to the analysis of data collected by measuring human behavior with mobile sensors and smart bracelets, is a promising tool for filling this gap in current clinical practice. Objective: The objectives of this study are to develop the digital phenotyping of patients with alcohol use disorder and anxiety symptoms using data collected from a mobile device (ie, smartphone) and a wearable sensor (ie, Fitbit) and to analyze usability and patient satisfaction with the data collection service provided by the app. Methods: We propose to conduct a study among a group of 60 participants split into two subgroups—experimental and control—of 30 participants each. The experimental group will be recruited by physicians from the Hospital Clínic de Barcelona, and the control group will be recruited on a volunteer basis through fliers and social media. All participants will go through pretraining to ensure technological capability and understanding of tasks, then each participant will download the HumanITcare app and will be given a wearable sensor (ie, Fitbit). Throughout the 4-month period, participants will be monitored on a range of factors, including sleep cycle, heart rate, movement patterns, and sociability. All data from the wearable sensors and the mobile devices will be saved and sent to the HumanITcare server. Participants will be asked to complete weekly questionnaires about anxiety, depression, and alcohol use disorder symptoms. Research assistants will ensure timely responses. The data from both sensors will then be compared to the questionnaire responses to determine how accurately the devices can predict the same symptoms. Results: The recruitment phase was completed in November 2019 and all the data were collected by the end of December 2019. Data are being processed; this process is expected to be completed by October 2020. Conclusions: This study was created and conducted as a pilot study with the Hospital Clínic de Barcelona, with the purpose of exploring the feasibility of our approach. The study is focused on patients diagnosed with anxiety and alcohol use disorder, but participants were also monitored for depressive symptoms throughout the trial, although these were not part of the initial inclusion criteria. A limitation to our study was the exclusive use of Android smartphones over iOS devices; this could result in a potential selection bias, due to the accessibility and affordability of Android phones as opposed to iOS-based phones. Another limitation might be that reviews of usability and satisfaction could be confounded by factors such as age and familiarity. An additional function that we might add in future studies is the ability for patients to manage their own data. International Registered Report Identifier (IRRID): DERR1-10.2196/16964

2 July 2021 in Alcohol and Alcoholism
Verified
Journal Article
Closed access
ECElsa Caballeria
Elsa Caballeria
MMMartina Maier
Martina Maier
MBMercedes Balcells-Oliveró
Mercedes Balcells-Oliveró
HLHugo López-Pelayo
Hugo López-Pelayo
COClara Oliveras
Clara Oliveras
AGAntoni Gual
Antoni Gual
Aims: Cognitive impairment in patients with alcohol use disorder (AUD) is highly prevalent, and it negatively impacts treatment outcome. However, this condition is neither systematically assessed nor treated. Thus, we aimed to explore the usability of a virtual reality-based protocol (‘Rehabilitation Gaming System’, RGS) for patients with AUD. Methods: Twenty AUD patients (50% also cognitive impairment) underwent a single session of the RGS protocol (four cognitive training tasks, 10 minutes each). System Usability Scale (SUS) and Post-Study System Usability Questionnaire (PSSUQ) were applied to assess the RGS usability and patients’ satisfaction with it. Also, the Perceived Competence Scale was administered to assess the patients’ feelings of competence when using the training protocol. Comparisons of the responses to these questionnaires were performed between AUD patients with cognitive impairment and those without cognitive impairment. Results: RGS usability was very positively rated (median SUS score = 80, Interquartile Range, IQR = 68.13–86-88). No significant differences were found in the median SUS scores for any of the sociodemographic or clinical variables, excepting for gender (women median score = 85; IQR = 80–94.38 vs. men median score = 71.25; IQR = 61.25–89.25; P-value = 0.035). The quality of the information provided by the RGS training scenarios and the usability were positively rated (PSSUQ), and patients experienced high feelings of competence. Conclusions: The RGS has been found to be usable in the short term and patients with AUD stated to be satisfied with it. Future larger, randomized trials are needed to explore the effectiveness of this tool to help overcome the cognitive deficits in AUD patients.