Temporal prediction of suicidal ideation in an ecological momentary assessment study with recurrent neural networks.

INTRODUCTION: Ecological Momentary Assessment (EMA) holds promise for providing insights into daily life experiences when studying mental health phenomena. However, commonly used mixed-effects linear statistical models do not fully utilize the richness of the ultidimensional time-varying data that EMA yields. Recurrent Neural Networks (RNNs) provide an alternative data analytic method to leverage more information and potentially improve prediction, particularly for non-normally distributed outcomes. METHODS: As part of a broader research study of suicidal thoughts and behavior in people with borderline personality disorder (BPD), eighty-four participants engaged in EMA data collection over one week, answering questions multiple times each day about suicidal ideation (SI), stressful events, coping strategy use, and affect. RNNs and mixed-effects linear regression models (MEMs) were trained and used to predict SI. Root mean squared error (RMSE), mean absolute percent error (MAPE), and a pseudo-R2 accuracy metric were used to compare SI prediction accuracy between the two modeling methods. RESULTS: RNNs had superior accuracy metrics (full model: RMSE = 3.41, MAPE = 42 %, pseudo-R2 = 26 %) compared with MEMs (full model: RMSE = 3.84, MAPE = 56 %, pseudo-R2 = 16 %). Importantly, RNNs showed significantly more accurate prediction at higher values of SI. Additionally, RNNs predicted, with significantly higher accuracy, the SI scores of participants with depression diagnoses and of participants with higher depression scores at baseline. CONCLUSION: In this EMA study with a moderately sized sample, RNNs were better able to learn and predict daily SI compared with mixed-effects models. RNNs should be considered as an option for EMA analysis.

Psychological Pain as a Risk Factor for Suicidal Ideation: An Ecological Momentary Assessment Study on Inpatients With Depression With and Without Comorbid Borderline Personality Disorder.

Objective: Psychological pain (PP) is a potentially important risk factor for suicide. However, its temporal stability and association with suicidal ideation (SI) remain obscure. Whether PP represents a risk factor for SI independently of depression, anxiety, and hopelessness or is more prominent and temporally unstable in patients with depression and borderline personality disorder (BPD) is also unclear.Methods: From November 2020 to December 2022, psychiatric inpatients with depression without (N = 37) and with (N = 30) BPD were recruited to an ecological momentary assessment (EMA) study, wherein their PP, severity of depression, SI, and hopelessness were assessed 3 times daily using visual analog scales. Multilevel regression models were estimated.Results: Altogether, 4,320 EMA observations were collected. PP correlated with hopelessness (r = 0.417), depression (r = 0.339), and anxiety (r = 0.496), but the between-patient variance of PP remained at 1.26 (95% CI, 1.025-1.533) after controlling for these variables. The within-patient variance of PP was associated with SI (ß = 0.17 [95% CI, 0.12-0.22]) with a magnitude comparable to hopelessness (ß = 0.1 [95% CI, 0.05-0.15]) and depression (ß = 0.12 [95% CI, 0.08-0.17]). Patients with depression and BPD reported higher daily PP and SI (P < .001) and a more prominent within-patient variation in PP.Conclusions: In psychiatric inpatients with depression, besides depression and hopelessness, PP represents an independent risk factor for SI, varying within a timescale of days. Depressive patients with BPD may experience more prominent and temporally unstable PP, likely underlying their higher vulnerability to SI.

The (cost-)effectiveness of early intervention (MBT-early) versus standard protocolized treatment (CBT) for emerging borderline personality disorder in adolescents (the EARLY study): a study protocol for a randomized controlled trial.

BACKGROUND: Although clinical guidelines prioritize the treatment of depression and anxiety in young persons, there is accumulating evidence that the presence of symptoms of borderline personality disorder (BPD) is associated with the limited effectiveness of these standard treatments. These findings stress the need for interventions addressing early-stage BPD in young people with presenting symptoms of anxiety and depressive disorders. The aim of this study is to investigate the (cost-)effectiveness of an early intervention programme for BPD (MBT-early) compared to first-choice psychological treatment for depression and anxiety according to Dutch treatment guidelines (CBT), in adolescents with either depression, anxiety, or both, in combination with early-stage BPD. METHODS: This study is a multi-centre randomized controlled trial. A total of 132 adolescents, presenting with either depression, anxiety, or both and significant BPD features will be randomized to either MBT-early or CBT. The severity of BPD, symptoms of depression and anxiety, personality, social and academic functioning, and quality of life will be assessed at baseline, end of treatment, and at 12-, 18-, and 24-month follow-up, along with medical costs and costs of productivity losses for cost-effectiveness analyses. DISCUSSION: This study will provide an empirical evaluation of the potential surplus value of early intervention in young people for whom treatment oriented at common mental disorders like anxiety and depression may be insufficient given their underlying personality problems. TRIAL REGISTRATION: Netherlands Trial Register, NL9569. Registered on June 15, 2021.

Social cognition in women with borderline personality disorder based on an exhaustive analysis of the Movie for Assessment of Social Cognition (MASC) categories.

A significant number of borderline personality disorder (BPD) symptoms are manifested in the interpersonal context. This can be explained by the difficulties in attributing the mental states of oneself and others, which constitutes social cognition. Errors in social cognition are interrelated with the affective, cognitive, impulsive, and interpersonal areas of the person with BPD. The aims of this study was to analyze social cognition in women with BPD compared with a control group and to analyze social cognition in BPD based on BPD symptoms and its severity. To assess social cognition, we used a full range of social cognition categories provided by the Movie for the Assessment of Social Cognition (MASC): correct theory of mind (ToM); attribution of mental states (thoughts, emotions, or intentions); errors of mentalization; types of ToM; and attribution of mental states through perceptive or cognitive cues and through hot or cold emotions. The MASC has high ecological validity and has been validated in Spanish. The sample comprised 79 women, including 47 women with BPD and 32 healthy women. Worse social cognition performance was observed in women with BPD. More severe borderline symptoms were related to worse functioning in the correct ToM and to errors of no mentalization. Involvement of the cognitive area in borderline symptoms was associated with worse functioning in correct ToM and worse social cognition in cognitive areas as well as with hypermentalization. This is the first study that uses all the MASC categories and considers BPD heterogeneity and its severity to study social cognition.

Affect dimensions and variability during major depressive episodes: Ecological momentary assessment of unipolar, bipolar, and borderline patients and healthy controls.

Differentiating major depressive episodes (MDEs) of major depressive disorder (MDD), bipolar disorder (MDE/BD) and the MDEs comorbid with borderline personality disorder (MDE/BPD) is crucial for appropriate treatment, and knowledge of phenomenological differences may aid this. However, studies comparing affect experiences of these three patient groups and healthy subjects are scarce. In our study, participants (N = 114), including patients with MDD (n = 34), MDE/BD (n = 27), and MDE/BPD (n = 24), and healthy controls (HC, n = 29) responded to ecological momentary assessment (EMA) with ten circumplex model affect items ten times daily for seven days (7709 recordings). Explorative factor analysis resulted in two affect dimensions. The positive dimension included active, excited, cheerful (high arousal), and content (low arousal) affects, and the negative dimension irritated, angry, and nervous (high arousal) affects. Relative to HC, patients reported 3.5-fold negative affects (mean MDD 1.36 (SD 0.92), MDE/BD 1.43 (0.76), MDE/BPD 1.81 (0.95) vs. HC 0.44 (0.49) (p < 0.01)) but 0.5-fold positive affects (2.01 (0.90), 1.95 (0.89), 2.24 (1.03), vs. 3.2 (0.95), respectively (p < 0.01)). We used multilevel modelling. Negative-affect within-individual stability was lowest in MDE/BPD and highest in MDD. Negative affect predicted concurrent positive affect more in MDE/BPD than in MDD. Moderate size of subcohorts and no inpatients were limitations. Despite apparently similar MDEs, affective experiences may differ between BPD, BD, and MDD patients. Clinical subgroups of patients with depression may vary in affective instability and concurrent presence of negative and positive affects during depression.

Predicting a short-term change of suicidal ideation in inpatients with depression: An ecological momentary assessment.

INTRODUCTION: Patients with depression often require inpatient treatment due to their high suicide risk. Ecological momentary assessment (EMA) studies have shown that suicidal ideation (SI) fluctuates over time. As affective instability and psychological pain (PP) are common experiences in borderline personality disorder (BPD), often comorbid with depression, we examined factors predicting short-term changes of SI in depressive inpatients with or without BPD. METHODS: Psychiatric inpatients with depression with (N = 30) or without (N = 37) comorbid BPD assessed their anxiety, PP, severity of depression, SI, and hopelessness three times daily using visual analogue scales. Multilevel regression models were estimated. RESULTS: Altogether 4320 EMA observations, spanning on average 3.4 successive days, were collected. Only severity of depression (ß = 0.19; [95 % CI = 0.06, 0.32]) and previous SI (ß = 0.32; [95 % CI = 0.23, 0.41]) predicted near-future SI within several hours. PP predicted near-future SI in inpatients with depression and BPD (ß = 0.28; [95 % CI = 0.11, 0.46]), but not in patients without BPD. LIMITATIONS: The follow-up data represents only the first days of hospitalization. The context of the EMA is the acute psychiatric ward, affecting generalizability to outpatients. CONCLUSIONS: Short-terms changes in SI are predicted by changes in severity of depression and previous SI in depressed inpatients without BPD, and also by changes in PP in depressed inpatients with BPD. As SI and its risk factors may oscillate within a time scale of hours, frequent monitoring of momentary severity of depression, PP, and SI may be warranted in inpatient settings.

Evaluating Change in Transference, Interpersonal Functioning, and Trust Processes in the Treatment of Borderline Personality Disorder: A Single-Case Study Using Ecological Momentary Assessment.

Transference-focused psychotherapy (TFP) is an empirically supported treatment for borderline personality disorder (BPD) that improves functioning via targeting representations of self affectively relating to others, particularly as evoked in the therapeutic relationship. If change in TFP operates as theorized, then shifts in patterns of "self affectively relating to others" should be observed in the transference prior to shifts in daily relationships. Using ecological momentary assessment (EMA), a patient with BPD rated daily interpersonal events for 2-week periods during 18 months of TFP; at 9 and 18 months these ratings included interactions with the therapist. Results suggest that positive perceptions of her therapist that ran counter to her negatively biased perception in other relationships preceded changes in her perceptions of others. EMA shifts corresponded to improvements in self-reported symptoms, interview-based personality functioning, and therapist assessments. Implications for assimilation of a trusting experience with the therapist as a mechanism of change in TFP are discussed.

BPD Compass is an accessible alignment of dimensional assessment and treatment.

BPD Compass is a short-term (18-session) intervention for borderline personality disorder (BPD) that was designed to address the higher-order dimensions of personality implicated in this condition in the Alternative Model of Personality Disorders (AMPD): Negative affectivity, Antagonism, and Disinhibition. We received three commentaries on our manuscript describing the conceptual background for BPD Compass; the purpose of this rejoinder is to respond to that feedback. In our rejoinder, we challenge researchers and clinicians to stretch their assumptions about what treatment for BPD should look like, describe the utility of a cognitive-behavioral approach for subsequent dissemination, and discuss how information Criterion A of the AMPD can also be used to personalize course of treatment with BPD Compass. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Study Features and Response Compliance in Ecological Momentary Assessment Research in Borderline Personality Disorder: Systematic Review and Meta-analysis.

BACKGROUND: Borderline personality disorder (BPD) is characterized by frequent and intense moment-to-moment changes in affect, behavior, identity, and interpersonal relationships, which typically result in significant and negative deterioration of the person's overall functioning and well-being. Measuring and characterizing the rapidly changing patterns of instability in BPD dysfunction as they occur in a person's daily life can be challenging. Ecological momentary assessment (EMA) is a method that can capture highly dynamic processes in psychopathology research and, thus, is well suited to study intense variability patterns across areas of dysfunction in BPD. EMA studies are characterized by frequent repeated assessments that are delivered to participants in real-life, real-time settings using handheld devices capable of registering responses to short self-report questions in daily life. Compliance in EMA research is defined as the proportion of prompts answered by the participant, considering all planned prompts sent. Low compliance with prompt schedules can compromise the relative advantages of using this method. Despite the growing EMA literature on BPD in recent years, findings regarding study design features that affect compliance with EMA protocols have not been compiled, aggregated, and estimated. OBJECTIVE: This systematic meta-analytic review aimed to investigate the relationship between study design features and participant compliance in EMA research of BPD. METHODS: A systematic review was conducted on November 12, 2021, following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) and MOOSE (Meta-analyses of Observational Studies in Epidemiology) guidelines to search for articles featuring EMA studies of BPD that reported compliance rates and included sufficient data to extract relevant design features. For studies with complete data, random-effect models were used to estimate the overall compliance rate and explore its association with design features. RESULTS: In total, 28 peer-reviewed EMA studies comprising 2052 participants were included in the study. Design features (sampling strategy, average prompting frequency, number of items, response window, sampling device, financial incentive, and dropout rate) showed a large variability across studies, and many studies did not report design features. The meta-analytic synthesis was restricted to 64% (18/28) of articles and revealed a pooled compliance rate of 79% across studies. We did not find any significant relationship between design features and compliance rates. CONCLUSIONS: Our results show wide variability in the design and reporting of EMA studies assessing BPD. Compliance rates appear to be stable across varying setups, and it is likely that standard design features are not directly responsible for improving or diminishing compliance. We discuss possible nonspecific factors of study design that may have an impact on compliance. Given the promise of EMA research in BPD, we also discuss the importance of unifying standards for EMA reporting so that data stemming from this rich literature can be aggregated and interpreted jointly.

Homo dissipans: Excess and Expenditure as Keys for Understanding the Borderline Condition?

This paper sheds light on some aspects of what contemporary clinical theory calls "borderline" condition providing a description of a key figure of late-modern culture that I will call Homo dissipans (from Latin dissipatio, -onis = scattering, dispersion). Homo dissipans is the opposite of Homo œconomicus, the form that "narcissism" takes on in contemporary "achievement society," solely concerned with rational action aimed to utility and production. In order to define Homo dissipans, I follow French philosopher, anthropologist, and novelist Georges Bataille's descriptions of two core phenomena: "excess" and "expenditure." The former can be defined as a surplus of energy that according to Bataille characterizes human existence, animated by a general movement of exudation and dilapidation and an inexhaustible drive to "pour out" of oneself, especially outside the limits of composure and reasonableness. The latter is an ethical attitude which gives its approval to excess and to its metamorphic and destructive power. The Homo dissipans' credo is to profitlessly dissipate the surplus of energy, escape into a world of pure intensities in which all forms - including identity - dissolve and surrender themselves to transformation. I argue that Bataille's ideas about "dissipation" can help us reconsider two features attributed to borderline personality disorder which have been extensively described and sometimes stigmatized - "identity diffusion" and "stable instability" - and to better recognize, understand, and make sense of their phenomenology in the clinical context.

The Assessment of Identity Development in Adolescence (AIDA) Questionnaire: First Psychometric Evaluation in Two North American Samples of Young People.

The Assessment of Identity Development in Adolescence (AIDA) is a recently developed measure of identity diffusion in young people. Originally validated in Switzerland, the English version has not yet been validated. Our aim was to evaluate the AIDA's internal factor structure, internal consistency, incremental validity, and relations to other variables in adolescents and young adults and derive clinical cutoffs for use in clinical settings. Study 1, involving 2,119 undergraduate students between the ages of 18-25 years, confirmed the expected bi-factor structure for the AIDA. Study 2 involved the recruitment of 122 adolescent inpatients (ages 12-17), of whom 36 met full DSM-based criteria for Borderline Personality Disorder, in addition to 164 adolescents of the same age, recruited from public schools (total 286 adolescents). Results of both studies demonstrated strong internal consistency and correlations of the expected magnitude and direction with other self-report measures of personality pathology. In addition, Study 2 demonstrated that the AIDA could successfully discriminate between adolescent inpatients with and without BPD, as well as healthy controls, and established preliminary clinical cutoffs that should be replicated in future studies. In all, these studies provide support for further validation and use of the AIDA in young people.

Nature and Assessment of Personality Pathology and Diagnosis.

This article demonstrates the contribution of Otto Kernberg's object relations theory of personality pathology to the current understanding of the nature and assessment of personality pathology and diagnosis. The article introduces recent advances in psychiatric nosology and presents differing views on the meaning of the general severity criterion common to all personality pathology (i.e., level of personality functioning as described in criterion A of the Alternative DSM-5 Model for Personality Disorders). Next, the significance of Kernberg's theory to recent nosological advances is discussed, with a focus on two important features: first, a definition of personality that goes beyond signs and symptoms to include structural motivational components, in the domains of self- and interpersonal functioning, that are common to all personality manifestations and that fulfill an intrapsychic, organizing function; second, identity formation and consolidation as the ultimate end point of healthy personality functioning. That these cornerstone features of Kernberg's theory, articulated more than 50 years ago, align with the most up-to-date conceptualization of personality pathology confirms that Kernberg's theory represents an idea whose time has finally come.

Risk management in dialectical behavior therapy: Treating life-threatening behaviors as problems to be solved.

Dialectical behavior therapy (DBT) is an empirically supported behavioral treatment for individuals with borderline personality disorder who frequently exhibit life-threatening behavior, such as suicide attempts, nonsuicidal self-injury urges and actions, and suicidal ideation. We provide an overview of the theoretical framework by which DBT conceptualizes these life-threatening behaviors and the principles by which safety planning measures are implemented and maintained throughout treatment. The importance of orienting clients to treatment and obtaining their commitment to decrease life-threatening behavior is reviewed. Relevant strategies associated with risk management and assessment, such as the diary card, chain analysis, solution analysis, phone coaching, and consultation team, are described. The overview concludes with a case example to illustrate the application of these techniques with a DBT client with a long-standing history of engaging in life-threatening behaviors. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

Gender differences in the treatment of patients with borderline personality disorder.

It is debated whether men with borderline personality disorder (BPD) are less often treated for their disorder, compared to women, even when they have sought care. Here, the aim was to examine gender differences in the treatment of patients with BPD. Through linkage to Swedish health and administrative registers, we identified all patients diagnosed with BPD (n = 5530) in Stockholm County from 2012 to 2016. We ascertained information on sociodemographic characteristics, comorbid psychiatric diagnoses, and all mental health care utilization within inpatient and outpatient mental health care, including receipt of psychiatric medication and various psychological therapies. We identified 802 men and 4,728 women with BPD during the study period. Men with BPD were less likely than their female counterparts to be treated with psychotherapy as well as psychiatric medication. Most of the differences in treatment with psychological therapies were nonsignificant in the multivariate model, indicating they are likely the result of differences in sociodemographic variables and comorbidity between men and women with BPD. Men with BPD were in average 4 years older than women at the time of the first BPD diagnosis, had lower education, and were also more likely to receive social welfare support. In conclusion, few men are diagnosed with BPD and those who are diagnosed are likely to receive somewhat less psychiatric medication and psychological therapies compared to women. Researchers and clinicians need to focus more on men with BPD to improve help-seeking and recognition of this disabling condition in men and enable equal treatment. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

The societal cost of treatment-seeking patients with borderline personality disorder in Germany.

According to previous research, borderline personality disorder (BPD) is associated with high cost-of-illness. However, there is still a shortage of cost-of-illness-studies assessing costs from a broad societal perspective, including direct and indirect costs. Further, there are considerable differences in the results among the existing studies. In the present study, 167 German men and women seeking specialized outpatient treatment for BPD were included. We assessed societal cost-of-illness bottom-up through structured face-to-face interviews and encompassed a wide range of cost components. All costs were calculated for the 2015 price level. Cost-of-illness amounted to € 31,130 per patient and year preceding disorder-specific outpatient treatment. € 17,044 (54.8%) were direct costs that were mostly related to hospital treatment. Indirect costs amounted to € 14,086 (45.2%). Within indirect costs, costs related to work disability were the most crucial cost driver. The present study underlines the tremendous economic burden of BPD. According to the present study, both the direct and indirect costs are of significant importance for the societal costs associated with BPD. Besides the need for more disorder-specific treatment facilities for men and women with BPD, we assume that education and employment are topics that should be specifically targeted and individually supported at an early stage of treatment.Trial Registration: German Clinical Trial Registration, DRKS00011534, Date of Registration: 11/01/2017, retrospectively registered.

Welfare consequences of early-onset Borderline Personality Disorder: a nationwide register-based case-control study.

Information regarding welfare consequences of early onset of Borderline Personality Disorder (BPD) is limited. This nationwide study aimed to estimate the educational and employment outcome and health care costs of patients with early-onset BPD compared with matched controls. All patients (< 19 years) with first diagnosis of BPD in the Danish Patient Register (NPR) during the period 1983-2015 were included. Health care costs and socioeconomic variables were extracted from national registers. A total of 171 patients was compared with 677 controls. At the age of 20 years, BPD patients had reached a statistically significantly lower educational level (including lower primary school grades) and employment status compared with the controls. When adjusting for the parents' educational level, BPD patients were nearly 22 times more likely to be unemployed (OR = 21.7, 95% CI 11.9, 39.6), and nearly 15 times more likely to be on disability pension (OR = 14.8, 95% CI 5.0, 43.9) than controls. Furthermore, the total health care costs were more than 8 times higher in the BPD group. Early onset of BPD was associated with lower educational and vocational outcome and increased health care costs as early as at the age of 20 years. Even after controlling for parents' lower socioeconomic status, the patients have poorer outcome than the control group. This underlines that initiatives to support patients in finishing school and secondary education is highly needed. Future prevention and early intervention programs should target patients with early-onset BPD and their families.

[A Multidimensional Assessment of Emotion Regulation in Adolescent Non-Suicidal Self-Injury]. / Eine mehrdimensionale Untersuchung der Emotionsregulation im Kontext Nicht-Suizidaler Selbstverletzung im Jugendalter.

The ability to regulate one's emotions (emotion regulation, ER) with regard to individual short- and long-term goals presents one of the most central human skills. A disrupted development of ER skills is associated with psychopathological outcomes. Non-suicidal self-injury (NSSI) presents a frequent and impairing phenomenon among young individuals. Disruptions regarding various aspects of ER are involved in the development and maintenance of NSSI. In the present study, we examined ER from a multidimensional perspective, including a sample of female adolescents meeting DSM-5 criteria for NSSI disorder (N = 30) and a psychologically healthy control group (N = 30). In line with results from previous studies, female adolescents with NSSI exhibited considerable difficulties regarding all aspects of ER investigated. Furthermore, various aspects of ER were distinctly linked with depressive and BPD symptomatology. Differences in NSSI frequency between participants largely went back to difficulties regarding specific aspects of ER, in combination with the self-rated severity of exposure to early life maltreatment. With regard to clinical practice, the use of interventions to improve particular aspects of ER, under simultaneous consideration of the individual developmental history and psychopathological impairment, might provide an efficient approach to mediate long-lasting change in the treatment of deliberate self-harm.

Mobile Diary App Versus Paper-Based Diary Cards for Patients With Borderline Personality Disorder: Economic Evaluation.

BACKGROUND: The cost-effectiveness of using a mobile diary app as an adjunct in dialectical behavior therapy (DBT) in patients with borderline personality disorder is unknown. OBJECTIVE: This study aims to perform an economic evaluation of a mobile diary app compared with paper-based diary cards in DBT treatment for patients with borderline personality disorder in a psychiatric outpatient facility. METHODS: This study was conducted alongside a pragmatic, multicenter, randomized controlled trial. The participants were recruited at 5 Danish psychiatric outpatient facilities and were randomized to register the emotions, urges, and skills used in a mobile diary app or on paper-based diary cards. The participants in both groups received DBT delivered by the therapists. A cost-consequence analysis with a time horizon of 12 months was performed. Consequences included quality-adjusted life years (QALYs), depression severity, borderline severity, suicidal behavior, health care use, treatment compliance, and system usability. All relevant costs were included. Focus group interviews were conducted with patients, therapists, researchers, and industry representatives to discuss the potential advantages and disadvantages of using a mobile diary app. RESULTS: A total of 78 participants were included in the analysis. An insignificantly higher number of participants in the paper group dropped out before the start of treatment (P=.07). Of those starting treatment, participants in the app group had an average of 37.1 (SE 27.55) more days of treatment and recorded an average of 3.16 (SE 5.10) more skills per week than participants in the paper group. Participants in both groups had a QALY gain and a decrease in depression severity, borderline severity, and suicidal behavior. Significant differences were found in favor of the paper group for both QALY gain (adjusted difference -0.054; SE 0.03) and reduction in depression severity (adjusted difference -1.11; SE 1.57). The between-group difference in total costs ranged from US $107.37 to US $322.10 per participant during the 12 months. The use of services in the health care sector was similar across both time points and groups (difference: psychiatric hospitalization <5 and <5; general practice -1.32; SE 3.68 and 2.02; SE 3.19). Overall, the patients showed high acceptability and considered the app as being easy to use. Therapists worried about potential negative influences on the therapist-patient interaction from new work tasks accompanying the introduction of the new technology but pointed at innovation potential from digital database registrations. CONCLUSIONS: This study suggests both positive and negative consequences of mobile diary apps as adjuncts to DBT compared with paper diary cards. More research is needed to draw conclusions regarding its cost-effectiveness. TRIAL REGISTRATION: ClinicalTrials.gov NCT03191565; http://clinicaltrials.gov/ct2/show/NCT03191565. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/17737.