Skip to main content
Springer logoLink to Springer
. 2025 Feb 28;275(8):2535–2546. doi: 10.1007/s00406-025-01981-6

Psychiatric antecedents in young patients with first episode psychosis: what relevance for clinical outcomes?

Lorenzo Pelizza 1,2,, Fabio Catalano 1, Emanuela Leuci 2, Emanuela Quattrone 2, Derna Palmisano 2, Simona Pupo 3, Giuseppina Paulillo 2, Clara Pellegrini 2, Pietro Pellegrini 2, Marco Menchetti 1
PMCID: PMC12638415  PMID: 40021518

Abstract

Examining psychiatric antecedents and help-seeking behavior for people with First Episode Psychosis (FEP) could help understand determinants for timely care pathways, decrease the “Duration of Untreated Psychosis” (DUP), and consequently improve their prognosis. The aims of this study were: (1) to calculate the proportion of FEP participants with previous contact with mental healthcare services recruited within a specialized “Early Intervention in Psychosis” service, and (2) to longitudinally compare sociodemographic, clinical, and treatment parameters between FEP patients with and without psychiatric antecedents across a 2-year follow-up period. All participants (aged 12–35 years) were enrolled within the “Parma Early Psychosis” (Pr-EP) program. At baseline, they completed the Health of the Nation Outcome Scale (HoNOS). A mixed-design ANOVA and a Kaplan–Meier survival analysis were used. Of the 489 FEP participants, 204 (41.7%) patients had prior contact with mental health services. In 83% of cases, a care discontinuity was observed. Main psychiatric antecedents at entry were personality disorders (32.8%), anxious-depressive disorder (28.9%), conduct disorder (16.2%), and learning disorder (9.8%). FEP subjects with antecedents were more likely to receive a diagnosis of schizophrenia at baseline. Having previous contact with psychiatric services resulted to be a predictor of poorer clinical and functional outcome. It is very important to carefully monitor mental health suffering and related help-seeking-behavior in young patients typically manifested in their early 20s, especially in terms of psychosis prevention. Particular attention should also be given to service engagement as care continuity within adolescent-adult transition.

Supplementary Information

The online version contains supplementary material available at 10.1007/s00406-025-01981-6.

Keywords: First episode psychosis, Antecedents, Early psychosis, Early Intervention in Psychosis, Outcome, Help-seeking

Introduction

The development of psychopathology in youth has been examined as potential prodrome for the onset of psychosis [1]. Cognitive disturbances, social isolation, anxiety, and depression are frequently reported before a First Episode Psychosis (FEP), even many years before the onset of the disorder [2]. In many cases, psychological distress and help-seeking behavior for disorders other than psychosis may be considered as crucial clinical determinants for timely care pathways in FEP patients and for decreasing the Duration of Untreated Psychosis (DUP) [3]. In this respect, the DUP has been hypothesized to be “neurotoxic” [4] and longer DUP has been significantly related to poorer outcome (social, clinical, and global) in individuals with FEP [5].

In the last two decades, considerable efforts have been made to detect (and treat) the early phases of psychosis, especially focusing on subjects with at-risk mental states and attenuated psychotic psychopathology [6]. These strategies mainly aim to identify prodromal symptoms of psychosis as early as possible in order to reduce the time interval between the onset of a psychotic disorder, its diagnosis and the start of treatment [7]. However, some authors observed that mental health clinicians do not seem to timely identify the development of psychosis when treating other disorders [8], or perhaps they consider the psychotic features as secondary to other problems [9]. If a certain proportion of subjects who are likely to develop psychosis in the future do seek help in specialized psychiatric services (including child and adolescent mental healthcare centers), screening for attenuated psychotic experiences might be an effective strategy to prevent a lengthy period of untreated psychosis and to prevent/postpone a FEP [10]. Indeed, at the first contact, they often manifest unspecified anxious-depressive conditions and/or poorly defined clinical problems (such as anomalous self-experiences, basic symptoms, soft neurological signs, negative and cognitive symptoms) that significantly affect school functioning and social integration with peers [11]. In this respect, the recent paradigm shift from “Early Intervention in Psychosis” (EIP) services to “Youth Mental Health” (YMH) services sought to overcome these potential diagnostic delay factors and to promote timely identification of FEP [12]. Indeed, in recent years, there has been a global push for youth-focused services under the aegis of the World Health Organization [13], and YMH service reform has been gaining ground, first in Australia, then in Europe and worldwide [14]. Specifically, in Australia, the “Fourth National Mental Health Plan”, as well as prioritizing the expansion of accessible YMH services as one of its action areas, recommended the development of constitutive principles to guide the establishment of youth-focused services [15]. Among them, those currently considered the most important are: to acknowledge and incorporate the full continuum of service response; to employ evidence-informed practice; to ensure smooth pathways and ease of access into services; to embody a “youth-friendly” ethos; to facilitate youth empowerment, agency and self-determination; to take into account the developmental stage of the young person; to prioritize youth “at-risk” of, or experiencing, severe mental ill-health; to collaborate with other services in the treatment system; to provide family-sensitive practices; and to take an integrated, holistic approach with a recovery focus [16]. However, very few investigations examined help-seeking behavior before and during the prodromal stage of psychosis [17]. In this respect, the concept of “prodromal phase” is usually used in retrospective research to understand the antecedents of patients that have developed a specific disorder or episode. Indeed, according to Ortiz-Orendain and colleagues [18], a prodrome may be correctly defined as “the period of disturbance which represents a deviation from a person’s previous experience/behavior prior to the development of the florid features of a disorder”. Thus, in FEP research, the initial prodrome should entail the clinical antecedents that occur prior to the FEP. Specifically, previous retrospective research reported an 80% prevalence of prodromal disorders in FEP patients [19] and relevant proportions of FEP individuals that sought help for an Axis I or II diagnosis prior to the psychosis onset (ranging between 40 and 80%) [20]. Furthermore, in a more recent US population-based registry study, approximately 76% of participants with first episode schizophrenia had initial prodromes [18]. Most of them (80%) started seeking help before the age of eighteen (mean age at first visit for mental health problems = 12 years) and were more likely to have antecedent diagnoses of neurodevelopmental disorders such as ADHD, conduct disorders, and intellectual disabilities.

In a Dutch adult population, the largest groups of FEP subjects with previous specialist contact were referred for treatment for substance use disorders, mood and anxiety disorders, and adjustment disorders [21]. Specifically, whereas women had more affective, anxiety and adjustment disorders in their help-seeking history, men had been treated more often for substance abuse problems. The mean time from first contact to first diagnosis of psychosis was about 87 months. In this respect, the authors concluded that people first diagnosed with substance use, anxiety and mood disorders developed psychosis sooner than people with no antecedent diagnoses at the first contact, also suggesting that detection and interventions in both secondary and primary care services would be helpful to reduce the DUP. However, they had no knowledge about treatment history of patients who previously had specialist contact with child and adolescent psychiatric services.

Overall, these findings and proportions of help-seeking behavior are based on small sample sizes. A more accurate estimate of the prevalence of these psychiatric antecedents and requests for specialist help in larger clinical populations entering specialized “Early Intervention in Psychosis” (EIP) services before the onset of psychosis is thus needed. The aims of the current investigation were: (1) to calculate what proportion of FEP people treated within an EIP program previously had been help-seeking in mental healthcare services at the prodromal stage, and (2) to longitudinally compare sociodemographic, clinical, and treatment parameters between FEP patients with and without psychiatric antecedents across a 2-year follow-up study. This study may also usefully contribute to informing mental health professionals working in YMH services on the main psychiatric antecedents that can (often non-specifically) characterize the psychopathological trajectories of psychosis, promoting timely identification of prodromal states.

Methods

Setting and participants

All participants were consecutively enrolled within the “Parma Early Psychosis” (Pr-EP) protocol between January 2013 and December 2021. Specifically, the reason for stopping the enrollment process in 2021 was related to the time of the deadline for recruitment according to the study protocol approved by the local ethics committee. The Pr-EP program is a specialized EIP program implemented across all adolescent and adult mental healthcare services in the Parma Department of Mental Health (Northern Italy) [22]. The catchment area included approximately 500.000 inhabitants. The treated incidence of mental disorders in 2021 was approximately 70 cases per 100.000 inhabitants, with an annual treated incidence of FEP ranging between 11 and 15 cases per 100 000 inhabitants across our recruitment time [23].

Inclusion criteria were: (a) specialist help-seeking request, (b) enrollment in the Pr-EP program, (c) age 12–35 years, (d) presence of FEP within one of the following DSM-5 diagnoses: schizophrenia, bipolar disorder or major depressive disorder with psychotic features, delusional disorder, brief psychotic disorder, schizophreniform disorder, and psychotic disorder not otherwise specified [24], and (e) “Duration of Untreated Psychosis” (DUP) of < 2 years. The DUP was defined as the time interval (in months) between the onset of overt psychotic features and the first antipsychotic prescription [25]. Its length was selected in accordance to the usual time limit to provide effective interventions within the EIP paradigm [26]. For clarity, the general initial criteria for inclusion in the Pr-EP program also considered a wider age range (12–54 years) for FEP patients and adolescents/young adults (aged 12–25 years) at Clinical High Risk for Psychosis (CHR-P) (see [22] for details).

Exclusion criteria were: (a) history of previous psychotic episodes (i.e., outside the current illness episode), (b) known intellectual disability (IQ < 70), and (c) neurological or other medical disease with psychiatric symptoms. Past exposure to antipsychotic medication (i.e., at any dosage and in previous illness episode before the Pr-EP enrollment) was considered as a “functional equivalent” of past psychotic episode [27]. Indeed, the original EIP paradigm psychometrically defined the “psychosis threshold” as essentially that at which antipsychotic medication would probably be started in the common clinical practice [28]. All participants (including minors and their parents) provided their written informed consent for study participation. The research received local ethical approvals (AVEN Ethics Committee protocol n. 559/2020/OSS*/AUSLPR) and adhered to the Declaration of Helsinki (and its later amendments). The data are not publicly available due to privacy/ethical restrictions.

Assessment

The presence of FEP at entry was detected using the psychometric criteria of the “Comprehensive Assessment of At-Risk Mental States” (CAARMS), approved Italian version [29]. Moreover, the baseline DSM-5 diagnosis was formulated by a minimum of two trained PARMS team members using the Structured Clinical Interview for DSM-5 mental disorders (SCID-5) [30].

The clinical and outcome assessment was based on the Health of the Nation Outcome Scale (HoNOS) [26], a widely used clinical instrument for evaluating mental health and social functioning in severe mental illness patients, including young people with FEP [31]. We assessed four main outcome domains as suggested by Morosini and his team [32]: “Psychiatric Symptoms”, “Impairment”, “Behavioral Problems”, and “Social Problems”. This assessment was conducted both at baseline and every 12 months during the 2-year follow-up period by trained PARMS team members. Its approved Italian version maintained a good to excellent interrater reliability through supervision sessions and scoring workshops [33].

Finally, a sociodemographic/clinical chart was completed at presentation, capturing a broad range of parameters including gender, age at entry, years of education, employment and migrant status, past specialist contact and previous psychiatric antecedents, current substance abuse, DUP, and pharmacological therapy.

Procedures

After CAARMS and SCID-5 interviews, FEP participants were divided in FEP + and FEP– subgroups depending on having or not a past specialist contact for mental problems. These two subsamples were enrolled in the Pr-EP program and were tested for clinical outcomes with the HoNOS both at baseline and along the 2-year follow-up period. Moreover, 2-year incidence rates of service disengagement, new hospitalization, and new suicide attempt were also calculated.

The Pr-EP program provided a 2-year comprehensive treatment package including a psychopharmacological therapy and a multi-component psychosocial intervention (combining individual psychotherapy based on cognitive-behavioral approach, psychoeducational sessions for family members and a recovery-oriented case management) in accordance with the current EIP guidelines [3436].

Statistical analysis

Collected data were analyzed using the Statistical Package for Social Science (SPSS) 15.0 for Windows [37]. All tests were two-tailed, with a significance level set at 0.05. There were no missing data. In between-group comparisons, the Chi-squared (Χ2) test for categorical variables and the Mann–Whitney U test for continuous measures were used. All p values were corrected for multiple comparisons. As for outcome parameters that had as endpoint the time when a specific event occurs, we performed Kaplan–Meier survival analyses to consider the different duration of follow-ups and participants who dropped out from the study protocol. Finally, a mixed-design ANOVA analysis was performed to evaluate the temporal stability of HoNOS scores within and between the two FEP + and FEP- subgroups across the 2-year follow-up period.

Results

A total of 489 FEP patients were enrolled in this investigation: 204 (41.7%) had a previous specialist contact and were included in the FEP + subgroup, while 285 were grouped in the FEP- subsample (Fig. 1). Age at entry for FEP + individuals was 25.40 ± 6.23 years, while age at the first contact was 21.44 ± 7.82 years. The main DSM-5 diagnoses at the earlier contact were: personality disorder (32.8%), anxious-depressive disorder (28.9%), conduct disorder (16.2%), and learning disorder (9.8%). Finally, 76 (37.2%) participants of the FEP + total subsample had a previous specialist contact within Child/Adolescent Mental Health Services (CAMHS), while 128 (62.8%) within Adult Mental Health Services (AMHS). Specifically, only 33 (16.2% of the FEP + total subgroup) individuals were directly referred to the Pr-EP program by other mental healthcare services within a clinical pathway of care continuity, while in the remaining 171 (83.3%) subjects their past specialist contact ended with their care retention in mental health services being terminated (care discontinuity).

Fig. 1.

Fig. 1

Prevalence rate of FEP patients with and without previous specialist contact. FEP First Episode Psychosis, CAMHS Child and Adolescent Mental Health Services, AMHS Adult Mental Health Services, Pr-EP Parma-Early Psychosis program, SUDS Substance Use Disorder Services, EDS Eating Disorder Services

(Fig. 1 here).

Sociodemographic and clinical comparisons between the two FEP subgroups are summarized in the Table 1. At baseline, FEP patients with previous specialist contact were more likely to be single and to have longer DUP and higher prevalence rate of DSM-5 schizophrenia diagnosis, while FEP- individuals were more frequently referred by the emergency room and were more likely to have higher benzodiazepine prescription rate. No statistically significant inter-group differences were found in terms of clinical outcomes (i.e., service disengagement, new hospital admission, and new suicide attempt) across the 2 years of follow-up (see Table 1 and Supplementary Materials [Table S1 and Figure S1] for details).

Table 1.

Sociodemographic and clinical comparisons in the two FEP subgroups

Variable FEP+ (n = 204) FEP− (n = 285) X2/z p
Gender (males) 126 (61.8%) 179 (62.8%) 0.055 0.815
Ethnic group (white Caucasian) 174 (85.3%) 232 (81.4%) 1.277 0.258
Migrant Status 28 (13.7%) 52 (18.2%) 1.775 0.183
Age (at entry) 25.51 ± 6.65 25.32 ± 5.99 − 0.356 0.722
Education (in years) 11.30 ± 2.74 11.62 ± 2.93 1.533 0.125
Civil status (single) 157 (77.4%) 182 (63.9%) 9.596 0.002
Living status (living with parents) 170 (83.3%) 223 (78.2%) 2.040 0.361
NEET 109 (53.4%) 150 (52.6%) 0.965 0.617
Source of referral
 Primary care 73 (35.8%) 86 (30.2%) 0.089 0.902
 Family members 23 (11.3%) 26 (9.1%) 1.231 0.286
 Self-referral 18 (8.8%) 18 (6.3%) 1.245 0.277
 Emergency room 49 (24.0%) 105 (36.8%) 4.956 0.038
 School/social services 8 (3.9%) 17 (6.0%) 1.677 0.115
 Other health services 33 (16.2%) 33 (11.6%) 1.774 0.108
DUP (in months) 12.10 ± 10.91 8.28 ± 8.85 − 4.645 0.0001
Previous hospitalization 89 (43.6%) 124 (43.5%) 0.001 0.979
Previous suicide attempts 8 (3.9%) 18 (6.3%) 1.354 0.245
Substance misuse at entry 74 (36.3%) 114 (40.0%) 0.697 0.404
Baseline AP prescription 176 (86.3%) 241 (84.6%) 0.278 0.598
Equivalent dose of risperidone (mg/day) 2.95 ± 2.74 2.97 ± 2.57 − 0.357 0.721
Baseline AD prescription 32 (15.7%) 57 (20.0%) 1.486 0.223
Baseline MS prescription 29 (14.2%) 37 (13.0%) 0.155 0.694
Baseline BDZ prescription 58 (28.4%) 110 (38.6%) 5.447 0.020
Baseline acceptance of individual psychotherapy proposals 155 (76.0%) 217 (76.1%) 0.002 0.967
Baseline acceptance of family psychoeducation 129 (63.2%) 165 (57.9%) 1.414 0.234
Baseline acceptance of case management 161 (78.9%) 206 (72.3%) 2.800 0.094
Baseline DSM-5 diagnosis
 Schizophrenia 116 (56.9%) 136 (47.7%) 3.980 0.046
 Affective psychosis 51 (25.0%) 89 (31.2%) 1.873 0.245
 Brief psychotic disorder 25 (12.3%) 44 (15.4%) 1.670 0.342
 Psychotic disorder NOS 10 (4.9%) 11 (3.9%) 1.332 0.875
 Schizophreniform disorder 2 (1.0%) 5 (1.8%) 0.090 0.921
Baseline HoNOS scores
 Behavioral problems 3.61 ± 2.50 3.94 ± 2.44 − 1.584 0.113
 Impairment 3.08 ± 2.02 3.28 ± 2.18 − 0.688 0.492
 Psychiatric symptoms 10.42 ± 2.99 9.98 ± 3.55 − 1.132 0.258
 Social problems 7.62 ± 3.73 7.76 ± 4.01 − 0.297 0.767
 Total score 24.73 ± 7.85 24.95 ± 9.16 − 0.171 0.864
2-year drop-out incidence rate 47 (23.0%) 80 (28.1%) 1.565 0.211
2-year new hospitalization incidence rate 31 (24.2%) 63 (22.1%) 0.224 0.704
2-year new suicide attempt incidence rate 12 (5.9%) 9 (3.2%) 2.147 0.143
2-year functional recovery incidence rate 143 (70.1%) 202 (70.9%) 0.035 0.852
2-year HoNOS functional remission 32 (41.2%) 165 (40.0%) 0.124 0.725

Frequencies (and percentages) and mean ± standard deviation are reported. Chi-square (X2) and Mann–Whitney U (z) test values are reported. Statistically significant p values are in bold

FEP First Episode Psychosis, FEP+ FEP patients with previous specialist contact, FEP− FEP patients without previous specialist contact, NEET Not [engaged] in Education, Employment or Training, DUP Duration of Untreated Psychosis, AP Antipsychotic medication, LAI-AP Long-Acting Injection Antipsychotic medication, AD Antidepressant medication, MS Mood Stabilizer, BDZ Benzodiazepine, DSM-5 Diagnostic and Statistical Manual of mental disorders—5th Edition, HoNOS Health of the Nation Outcome Scale, Functional recovery return to school/work, HoNOS functional remission HoNOS item 9, 10 and 11 subscores < 2

(Table 1 here).

Mixed-design ANOVA analysis results showed a statistically significant effect of time on all HoNOS scores (Table 2) and a relevant statistical trend (p < 0.1) on group effect for HoNOS “Impairment” and “Psychiatric Symptoms” domain subscores, as well as for HoNOS total scores. Specifically, as indicated by estimated marginal means across the follow-up (Fig. 2), compared to FEP + , FEP- patients had lower scores in HoNOS “Impairment” and “Psychiatric Symptoms” domains, as well as lower HoNOS total scores.

Table 2.

Mixed-design ANOVA results: psychopathological and outcome parameters across the 2-year follow-up period in the two FEP subgroups

Variable Time effect Group effect (FEP + vs. FEP-) Interaction effect (time x group)
df F p η2 df F p η2 df F p η2
HoNOS Behavioral problems 1.6 275.412 0.0001 0.429 1 .168 0.682 0.001 1.6 2.646 0.100 0.006
HoNOS Impairment 1.5 186.372 0.0001 0.337 1 3.214 0.074 0.009 1.5 2.019 0.318 0.003
HoNOS Psychiatric symptoms 1.7 450.818 0.0001 0.551 1 3.072 0.080 0.008 1.7 0.737 0.457 0.002
HoNOS Social problems 1.6 232.278 0.0001 0.388 1 1.674 0.196 0.005 1.6 0.058 0.913 0.001
HoNOS total score 1.6 561.052 0.0001 0.695 1 2.904 0.087 0.008 1.6 1.049 0.338 0.003
Variable (group effect) FEP+ FEP-
EEM SE 95% CI
Lower upper
EEM SE 95% CI
Lower upper
HoNOS impairment 2.409 0.177 2.179 2.640 2.131 0.102 1.931 2.331
HoNOS psychiatric symptoms 7.464 0.213 7.046 7.882 6.972 0.184 6.610 7.333
HoNOS total score 18.074 0.548 16.996 19.152 16.831 0.474 15.898 17.764

As all Mauchly’s tests of sphericity are statistically significant (p < 0.05), Greenhouse–Geisser corrected degrees of freedom to assess the significance of the corresponding F value are used. Statistically significant p values are in bold. Statistical trends in p value (p < 0.01) are underlined. Statistical trends for p value are in bold

ANOVA analysis of variance, FEP+ First Episode Psychosis with previous specialist contact, FEP− First Episode Psychosis without previous specialist contact, df degrees of freedom, F F statistic value, HoNOS Health of the Nation Outcome Scale, p statistical significance, η2 partial eta squared, T0 baseline assessment time, T2 2-year assessment time, EMM estimated marginal mean, SE standard error; 95% CI 95% confidence intervals for EMM

Fig. 2.

Fig. 2

Mixed design ANOVA results: profile plots of statistically relevant HoNOS scores across the 2-year follow-up period in the two FEP subgroups. FEP First Episode Psychosis, FEP+ FEP patients with previous specialist contact, FEP− FEP patients without previous specialist contact, HoNOS Health of the Nation Outcome Scale

(Table 2 and Fig. 2 here).

Kaplan–Meier survival analysis on service disengagement, new hospitalization and suicide attempt showed no statistical difference between the two subgroups as reported in Table S1.

(Table S1).

Discussion

Examining psychiatric antecedents in young FEP people may be an interesting opportunity to better define clinical trajectories in both psychopathological and diagnostic/prognostic terms [20]. In this investigation, 41.7% of FEP participants had previous contact with mental health services before entering the Pr-EP program. Specifically, most of them showed prior psychiatric antecedents without a current retention in care within generalist/first-level mental healthcare centers (care discontinuity). These findings highlight a critical problem for clinical practice: i.e., a relevant part (more than a third) of young FEP individuals lack sufficient monitoring for effective psychosis prevention and for a potential detection of an at-risk mental state of psychosis within help-seeking behaviors in a crucial age range [38, 39]. In this respect, it is necessary to underline the crucial role of pathways to care in defining the length of help-seeking and the appropriate access to specialist care. Specifically, the recent paradigm shift from EIP to YMH services could overcome some potential diagnostic delay factors (e.g., misdiagnosis, diagnostic underestimation of attenuated psychotic symptoms, considering psychotic features as secondary to other problems) [9] and promote timely identification of FEP [12], so as to potentially reduced the DUP and improve long-term outcomes.

Furthermore, in a noteworthy percentage of cases (approximately 1/5) our care discontinuity interested the transition age from CAMHS to AMHS. In this respect, the pan-European survey by the MILESTONE Consortium on the architecture and functioning clearly indicated that the organization of services is generally not based on patients’ perspectives and expectations (as they should be), and that this distance from users’ needs is even more critical as it fails to match the natural course of emerging severe mental illnesses in young individuals [40]. Indeed, youths aged 12–25 years have the highest prevalence and incidence of severe mental disorders across the lifespan, while also having the worst service engagement with CAMHS and AMHS compared to all other age groups [41]. As this unfortunate division of mental health care along the pediatric/adult model (mainly due to the traditional organization of somatic medicine) cuts across the age when the risk for severe mental illnesses peaks (with obvious consequences in terms of discontinuity of care, under-treatment, and unmet needs) [42], we therefore cannot postpone a radical review of the architecture and resourcing of health care for young patients in transition from childhood to adulthood any longer [28, 43]. However, our baseline prevalence of past specialist contact is lower than those reported in comparable, international epidemiological studies, ranging from 56 to 75% [1821]. This difference in prevalence may be due to differences in the mean age at presentation. Indeed, our FEP population was older compared to samples recruited in previous investigations (25.40 Vs 20.40 years). However, overall considered, these findings confirm that it’s important to carefully monitor help-seeking-behavior in young patients typically manifested in their early 20, especially in terms of psychosis prevention [44].

As for care continuity in the FEP prodromal phase, we notably found that about 84% of our participants with prior contact with mental health centers (both private and public) definitively ended their previous retention in care, presenting to the Pr-EP program as a new specialist access (within the public National Health Service). Only 16.2% of FEP patients were directly referred to our EIP protocol by other mental healthcare services within a generalist-to-specialized care program transition. These results are not surprising considering the low rate of service engagement as care continuity within CAMHS-to-AMHS transition reported in young populations with severe mental illness [45]. In this respect, previous studies examining care continuity in clinical samples with mental disorder also showed that young people referred for treatment from CAMHS to AMHS are more likely to receive a discharge diagnosis of schizophrenia spectrum disorders [46], while hyperkinetic and pervasive developmental disorders decreased the likelihood of transition [47]. In this investigation, no previous diagnosis of psychotic disorder was made.

In this respect, the main psychiatric antecedents before entering the Pr-EP program in the FEP + subgroup were personality disorders (32.8%), anxious-depressive disorder (28.9%), conduct disorder (16.2%), and learning disorder (9.8%) (the last two specifically formulated within past contact with CAMHS). Our rates of past anxious-depressive disorder and past conduct disorder are substantially in line with what was reported in other comparable, international FEP epidemiological studies [1821]. Differently, Ortiz-Orendain and colleagues [18] reported that previous neuro-developmental disorders (apart from autism) were prevalent (31.3%) in their FEP population. However, in this examination we investigated each neurodevelopmental disorder separately and observed a 9.8% baseline prevalence rate of learning disorder and only 2 participants with past comorbid hyperkinetic developmental disorder together with conduct disorder.

As for comparisons on diagnostic prevalence of psychiatric antecedent at presentation compared to previous research, the most relevant differences interested the presence of a personality disorders and a substance use disorder. Indeed, while personality disorders were the most prevalent psychiatric antecedents in our FEP population, both Ortiz-Orendain and co-workers [18] and Rietdijk and colleagues [21] reported lower baseline prevalence rates. Differently, in the epidemiological research by Rietdijk and co-workers [21], the prevalence rate of substance use disorder at entry (27.1%) was much higher than that reported in our study. In this respect, we hypothesized a frequent failure in Italian young FEP participants to honestly admit substance misuse. As for sociodemographic and clinical features, the findings of this investigation showed that FEP + patients were more likely to be single and to have a longer DUP compared to FEP- ones. This suggests more difficulties in creating stable affective relationships, as well as in maintaining valid support systems. In this respect, it has been reported that FEP patients with effective support systems assisting them in their help-seeking behavior reach mental healthcare services faster, have shorter DUP, and show better treatment engagement [48]. Indeed, social support in FEP individuals (especially, to have a supportive family) notoriously has a positive effect on treatment adherence (although this effect does not seem to persist over time) [49].

Clinical results at presentation also showed that a diagnosis of schizophrenia was more common in the FEP + subgroup, while being referred to the Pr-EP program by emergency room, and having a benzodiazepine prescription were more frequent in FEP- participants.

In this respect, our findings suggest that the absence of previous specialist contact with mental healthcare services is associated to more urgent (“first”) access for psychosis psychopathology in emergency room (especially within a first episode schizophrenia) and a more frequent use of benzodiazepine drug. On the contrary, having had a past contact with psychiatric services could “paradoxically” become a clinical barrier to access EIP programs early and to start timely specialized intervention. The reasons of this finding are not clear and should be carefully explored. However, this may partly explain the reported longer DUP in our FEP + subgroup. Furthermore, in our previous paper, we reported that FEP patients who were referred by emergency room also showed a higher baseline prevalence rate of current suicidal ideation compared to those FEP participants entering the Pr-EP protocol through other sources of referrals [50], confirming a more severe clinical presentation.

Finally, our results also showed an interesting statistical trend in terms of higher HoNOS total scores and higher HoNOS “Impairment” and “Psychiatric Symptoms” domain subscores in FEP + patients compared to FEP- peers across the 2 years of follow-up. These findings overall suggest that FEP individuals with previous contact with mental healthcare services are more likely to manifest severe, prolonged, and compromising psychopathology, maybe as consequence of a diagnosis of schizophrenia or a less effective response to our specialized EIP treatment. Differently, FEP individuals without any prior contact with psychiatric services seem to present with a more striking and acute clinical picture, most commonly leading to emergency room visits. This further supports the well-known evidence that sudden onset of psychosis would not need previous contact, and often would course better [38, 51]. Furthermore, these results lead us to consider psychiatric antecedents in FEP patients as predictors of worst outcome and treatment response over time. Future studies specifically examining the link between personality disorders and substance misuse in subjects with first episode psychosis will be able to clarify the role of self-medication [52].

Limitations

This study has noteworthy limitations. First, information on psychiatric antecedents was collected retrospectively, which means that the data was registered from medical records. This methodology is prone to information bias, as the data in the medical records may not be accurate or complete.

Second, although representing a major traumatic and stressful event, we did not evaluate the impact of the COVID-19 pandemic on access to our mental healthcare services in the period 2020–2021. Indeed, the restrictions related to the pandemic could potentially affect the referral process to the Pr-EP program. However, we overall found a regular decreasing trend in referral rates over time starting from 2016 (see also the Supplementary Materials [Table S2] for details) and the treated incidence of FEP patients during the COVID-19 pandemic was substantially in line with those reported in 2018 and 2019.

Authors should consider to run again their analyses, by excluding data collected during the COVID pandemic, which should be handled as a separate -independent sample. Furthermore, it should be interesting to compare data collected during the pandemic with those collected in the different time-point.

Therefore, future studies on this topic are needed.

Another limitation is the fact that there was no knowledge about potential previous primary care treatments. Indeed, some patients could have received pharmacological treatment for depressive and anxious symptoms from their general practicioner [53]. This may also have resulted in an underestimation of FEP participants with mental health antecedents.

Fourth, our research was limited to a 2-year follow-up period. Therefore, our findings are comparable exclusively with investigations having longitudinally similar designs. Moreover, this could lead to exclusion of a subpopulation with characteristics that further delay the diagnosis, which may show lower help-seeking behaviors and may suffer greater damage from prolonged DUP. Future studies with longer follow-up duration are thus needed.

Finally, our study was conducted entirely in Italy. Therefore, the results could represent outcomes related to the organization of Italian public mental health services, together with the natural history of psychosis. An international multicenter investigation is thus needed to clarify whether and how different health care organizations may lead to different trajectories of pre-psychotic symptoms.

Conclusion

The results of this research showed that 41.7% of FEP participants had prior contact with mental healthcare services, and 15% had previous contact with CAMHSs. In 83% of these cases, we documented a care discontinuity. Therefore, greater effort should be made to detect psychiatric antecedents of psychosis in both YMH services and primary care, as well as to favor care continuity during child–adult transition and to better manage the interfaces among specialist services (also in order to reduce the DUP). Indeed, FEP people with previous contact tend to have poorer clinical and functioning outcomes. This leads us to hypothesize previous specialist contact as a predictor of worst prognosis and poorer treatment response over time.

Supplementary Information

Below is the link to the electronic supplementary material.

Acknowledgements

For their facilitating technical and administrative support in the PR-EP program, the authors gratefully acknowledge the “Early Psychosis Facilitator Group” members (Sabrina Adorni, Andrea Affaticati, Anahi Alzapiedi, Paolo Ampollini, Patrizia Caramanico, Maria Teresa Gaggiotti, Tiziana Guglielmetti, Mauro Mozzani, Matteo Rossi, Lucilla Maglio, Matteo Tonna, Fabio Vanni and Matteo Zito) and the “Quality Staff Group” members (Patrizia Ceroni, Stefano Giovanelli, Leonardo Tadonio) of the Parma Department of Mental Health and Pathological Addictions. The authors also wish to thank all the patients and family members who actively participated to the Pr-EP program.

Author contributions

Lorenzo Pelizza and Emanuela Leuci: conceptualization and study design; Lorenzo Pelizza, Fabio Catalano, and Simona Pupo: literature search; Lorenzo Pelizza, Emanuela Leuci, and Emanuela Quattrone: data collection and curation; Lorenzo Pelizza and Fabio Catalano: Formal analysis; Lorenzo Pelizza, Fabio Catalano, and Emanuela Leuci: writing – original draft; all authors: writing – review & editing.

Funding

Open access funding provided by Alma Mater Studiorum - Università di Bologna within the CRUI-CARE Agreement. The “Parma Early Psychosis” (Pr-EP) program was partly financed through a special, treatment-oriented regional fund (“Progetto Esordi Psicotici della Regione Emilia Romagna”) from January 2013 to December 2018.

Data availability

The data that support the findings of this research are available on reasonable request from the corresponding author. The data are not publicly available due to privacy and/or ethical restrictions.

Declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Ethical approval

Local relevant ethical approvals were obtained for the research (AVEN Ethics Committee protocol n. 36 102/2019). This study was conducted in accordance with the Code of Ethics of the World Medical Association (1964 Declaration of Helsinki and its later amendments) for experiments including humans.

Consent to participate

All individuals and their parents (if minors) agreed to participate to the research and gave their written informed consent prior to their inclusion in the study.

References

  • 1.Krabbendam L, van Os J (2005) Affective processes in the onset and persistence of psychosis. Eur Arch Psychiatry Clin Neurosci 255:185–189. 10.1007/s00406-005-0586-6 [DOI] [PubMed] [Google Scholar]
  • 2.Scazza I, Pelizza L, Azzali S, Garlassi S, Paterlini F, Chiri LR, Poletti M, Pupo S, Raballo A (2022) Aberrant salience in first-episode psychosis: longitudinal stability and treatment-response. Early Interv Psychiatry 16:912–919. 10.1111/eip.13243 [DOI] [PubMed] [Google Scholar]
  • 3.Poletti M, Azzali S, Paterlini F, Garlassi S, Scazza I, Chiri LR, Pupo S, Raballo A, Pelizza L (2021) Familiarity for serious mental illness in help-seeking adolescents at clinical high risk of psychosis. Front Psychiatry 11:552282. 10.3389/fpsyt.2020.552282 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Anderson KK, Voineskos A, Mulsant BH, George TP, Mckenzie KJ (2014) The role of untreated psychosis in neurodegeneration: a review of hypothesized mechanisms of neurotoxicity in first-episode psychosis. Can J Psychiatry 59:513–517. 10.1177/070674371405901003 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Baeza I, de la Serna E, Mezquida G, Cuesta MJ, Vieta E, Amoretti S, Lobo A, González-Pinto A, Díaz-Caneja CM, Corripio I, Valli I, Puig O, Mané A, Bioque M, Ayora M, Bernardo M, Castro-Fornieles J, PEPs Group (2023) Prodromal symptoms and the duration of untreated psychosis in first episode of psychosis patients: what differences are there between early vs. adult onset and between schizophrenia vs. bipolar disorder? Eur Child Adolesc Psychiatry. 10.1007/s00787-023-02196-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Fusar-Poli P, Yung AR, McGorry P, van Os J (2014) Lessons learned from the psychosis high-risk state: towards a general staging model of prodromal intervention. Psychol Med 44:17–24. 10.1017/S0033291713000184 [DOI] [PubMed] [Google Scholar]
  • 7.Oliver D, Davies C, Crossland G, Lim S, Gifford G, McGuire P, Fusar-Poli P (2018) Can we reduce the duration of untreated psychosis? A systematic review and meta-analysis of controlled interventional studies. Schizophr Bull 44:1362–1372. 10.1093/schbul/sbx166 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Tiller J, Maguire T, Newman-Taylor K (2023) Early intervention in psychosis services: a systematic review and narrative synthesis of barriers and facilitators to seeking access. Eur Psychiatry 66:e92. 10.1192/j.eurpsy.2023.2465 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Poletti M, Pelizza L, Azzali S, Garlassi S, Scazza I, Paterlini F, Chiri LR, Pupo S, Raballo A (2022) Subjective experience of aberrant salience in young people at ultra-high risk (UHR) for psychosis: a cross-sectional study. Nord J Psychiatry 76:129–137. 10.1080/08039488.2021.1942547 [DOI] [PubMed] [Google Scholar]
  • 10.Pelizza L, Azzali S, Paterlini F, Garlassi S, Scazza I, Chiri LR, Poletti M, Pupo S, Raballo A (2021) Anhedonia in the psychosis risk syndrome: state and trait characteristics. Psychiatr Danub 33:36–47. 10.24869/psyd.2021.36 [DOI] [PubMed] [Google Scholar]
  • 11.Pelizza L, Leuci E, Maestri D, Quattrone E, Azzali S, Paulillo G, Pellegrini P (2022) Longitudinal persistence of negative symptoms in young individuals with first episode schizophrenia: a 24-month multi-modal program follow-up. Nord J Psychiatry 76:530–538. 10.1080/08039488.2021.2015431 [DOI] [PubMed] [Google Scholar]
  • 12.Masillo A, Brandizzi M, Nelson B, Lo Cascio N, Saba R, Lindau JF, Telesforo L, Montanaro D, D’Alema M, Girardi P, McGorry P, Fiori Nastro P (2018) Youth mental health services in Italy: an achievable dream? Early Interv Psychiatry 12:433–443. 10.1111/eip.12328 [DOI] [PubMed] [Google Scholar]
  • 13.World Health Organization (WHO) (2012) Making health services adolescent friendly: developing national quality standards for adolescent friendly health services. WHO Press, Geneva [Google Scholar]
  • 14.Cotton SM, Filia KM, Hamilton MP, Gao CX, Menssink JM, Telford N, McGorry P, Rickwood D (2023) Accelerating youth mental health services research. Australas Psychiatry 31:292–294. 10.1177/10398562231167691 [DOI] [PubMed] [Google Scholar]
  • 15.Jorm AF, Kitchener BA (2021) Increases in youth mental health services in Australia: have they had an impact on youth population mental health? Aust N Z J Psychiatry 55:476–484. 10.1177/0004867420976861 [DOI] [PubMed] [Google Scholar]
  • 16.Hughes F, Hebel L, Badcock P, Parker AG (2018) Ten guiding principles for youth mental health services. Early Interv Psychiatry 12:513–519. 10.1111/eip.12429 [DOI] [PubMed] [Google Scholar]
  • 17.Andrade-González N, Álvarez-Cadenas L, Saiz-Ruiz J, Lahera G (2020) Initial and relapse prodromes in adult patients with episodes of bipolar disorder: a systematic review. Eur Psychiatry 63:e12. 10.1192/j.eurpsy.2019.18 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Ortiz-Orendain J, Gardea-Resendez M, Castiello-de Obeso S, Golebiowski R, Coombes B, Gruhlke PM, Michel I, Bostwick JM, Morgan RJ, Ozerdem A, Frye MA, McKean AJ (2023) Antecedents to first episode psychosis and mania: comparing the initial prodromes of schizophrenia and bipolar disorder in a retrospective population cohort. J Affect Disord 340:25–32. 10.1016/j.jad.2023.07.106 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Bota RG, Munro JS, Sagduyu K (2005) Identification of the schizophrenia prodrome in a hospital-based patient population. Mo Med 102:142–146 [PubMed] [Google Scholar]
  • 20.Addington J, Van Mastrigt S, Hutchinson J, Addington D (2002) Pathways to care: help seeking behavior in first episode psychosis. Acta Psychiatr Scand 106:358–364. 10.1034/j.1600-0447.2002.02004.x [DOI] [PubMed] [Google Scholar]
  • 21.Rietdijk J, Hogerzeil SJ, van Hemert AM, Cuijpers P, Linszen DH, van der Gaag M (2011) Pathways to psychosis: help-seeking behavior in the prodromal phase. Schizophr Res 132:213–219. 10.1016/j.schres.2011.08.009 [DOI] [PubMed] [Google Scholar]
  • 22.Pelizza L, Leuci E, Maestri D, Quattrone E, Azzali S, Paulillo G, Pellegrini P (2022) Negative symptoms in first episode schizophrenia: treatment response across the 2-year follow-up of the “Parma Early Psychosis” program. Eur Arch Psychiatry Clin Neurosci 272:621–632. 10.1007/s00406-021-01374-5 [DOI] [PubMed] [Google Scholar]
  • 23.Belvederi Murri M, Ferrara M, Imbesi M, Leuci E, Marchi M, Musella V, Natali A, Neri A, Ragni S, Saponaro A, Tarricone I, Tullini A, Starace F, Early Psychosis Working Group (for Group Authorship) (2023) A public early intervention approach to first-episode psychosis: treated incidence over 7 years in the Emilia-Romagna region. Early Interv Psychiatry 17:724–736. 10.1111/eip.13437 [DOI] [PubMed] [Google Scholar]
  • 24.American Psychiatric Association (APA) (2013) Diagnostic and statistical manual of mental disorders, 5th edn. APA Publishing, Washington DC [Google Scholar]
  • 25.Kamens S, Davidson L, Hyun E, Jones N, Morawski J, Kurtz M, Pollard J, van Schalkwyk GI, Srihari V (2018) The duration of untreated psychosis: a phenomenological study. Psychosis 10:307–318. 10.1080/17522439.2018.1524924 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Woods SW, Yung AR, McGorry PD, McGlashan TH (2020) Duration of untreated psychosis: getting both the timing and the sample right. Am J Psychiatry 177:1183. 10.1176/appi.ajp.2020.20040389 [DOI] [PubMed] [Google Scholar]
  • 27.Poletti M, Pelizza L, Loas G, Azzali S, Paterlini F, Garlassi S, Scazza I, Chiri LR, Pupo S, Raballo A (2023) Anhedonia and suicidal ideation in young people with early psychosis: further findings from the 2-year follow-up of the ReARMS program. Psychiatry Res 323:115177. 10.1016/j.psychres.2023.115177 [DOI] [PubMed] [Google Scholar]
  • 28.Poletti M, Gebhardt E, Pelizza L, Preti A, Raballo A (2020) Looking at intergenerational risk factors in schizophrenia spectrum disorders: new frontiers for early vulnerability identification? Front Psychiatry 11:566683. 10.3389/fpsyt.2020.566683 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Pelizza L, Paterlini F, Azzali S, Garlassi S, Scazza I, Pupo S, Simmons M, Nelson B, Raballo A (2019) The approved Italian version of the comprehensive assessment of at-risk mental states (CAARMS-ITA): field test and psychometric features. Early Interv Psychiatry 13:810–817. 10.1111/eip.12669 [DOI] [PubMed] [Google Scholar]
  • 30.First MB, Williams JBW, Karg RS, Spitzer RL (2017) SCID-5-CV: intervista clinica strutturata per i disturbi del DSM-5—versione per il clinico. Raffaello Cortina Editore, Milano [Google Scholar]
  • 31.Wing J, Curtis RH, Beevor A (1999) Health of the Nation Outcome Scales (HoNOS): glossary for HoNOS score sheet. Br J Psychiatry 174:432–434. 10.1192/bjp.174.5.432 [DOI] [PubMed] [Google Scholar]
  • 32.Pelizza L, Azzali S, Garlassi S, Scazza I, Paterlini F, Chiri LR, Poletti M, Pupo S, Cicero DC, Preti A, Raballo A (2021) Assessing aberrant salience in young community help-seekers with early psychosis: the approved Italian version of the Aberrant Salience Inventory. J Clin Psychol 77:782–803. 10.1002/jclp.23059 [DOI] [PubMed] [Google Scholar]
  • 33.Morosini P, Gigantesco A, Mazzarda A, Gibaldi L (2003) HoNOS-Rome: an expanded, customized, and longitudinally oriented version of the HoNOS. Epidemiol Psichiatr Soc 12:53–62. 10.1017/S1121189X00006059 [DOI] [PubMed] [Google Scholar]
  • 34.Pelizza L, Leuci E, Maestri D, Quattrone E, Azzali S, Paulillo G, Pellegrini P (2022) Examining disorganization in patients with first episode psychosis: findings from a 1-year follow-up of the “Parma early psychosis” program. Early Interv Psychiatry 16:552–560. 10.1111/eip.13198 [DOI] [PubMed] [Google Scholar]
  • 35.National Institute for Health and Care Excellence (NICE Clinical Guidelines, No. 178.) (2014) Psychosis and schizophrenia in adults: prevention and management. NICE Press, London [PubMed] [Google Scholar]
  • 36.Regione Emilia-Romagna (RER) (2023) Linee di indirizzo per la salute e il benessere delle persone con psicosi all’esordio e con stati mentali a rischio. Centro Stampa della Regione Emilia-Romagna, Bologna [Google Scholar]
  • 37.SPSS Inc (2010) Statistical package for social science (SPSS) for Windows, version 15.0. SPSS Inc. Press, Chicago [Google Scholar]
  • 38.Fusar-Poli P, Salazar de Pablo G, Correll CU, Meyer-Lindenberg A, Millan MJ, Borgwardt S, Galderisi S, Bechdolf A, Pfennig A, Kessing LV, van Amelsvoort T, Nieman DH, Domschke K, Krebs MO, Koutsouleris N, McGuire P, Do KQ, Arango C (2020) Prevention of psychosis: advances in detection, prognosis, and intervention. JAMA Psychiat 77:755–765. 10.1001/jamapsychiatry.2019.4779 [DOI] [PubMed] [Google Scholar]
  • 39.Catalan A, Salazar de Pablo G, Vaquerizo Serrano J, Mosillo P, Baldwin H, Fernández-Rivas A, Moreno C, Arango C, Correll CU, Bonoldi I, Fusar-Poli P (2021) Annual research review: Prevention of psychosis in adolescents—systematic review and meta-analysis of advances in detection, prognosis and intervention. J Child Psychol Psychiatry 62:657–673. 10.1111/jcpp.13322 [DOI] [PubMed] [Google Scholar]
  • 40.Signorini G, Singh SP, Boricevic-Marsanic V, Dieleman G, Dodig-Ćurković K, Franic T, Gerritsen SE, Griffin J, Maras A, McNicholas F, O’Hara L, Purper-Ouakil D, Paul M, Santosh P, Schulze U, Street C, Tremmery S, Tuomainen H, Verhulst F, Warwick J, de Girolamo G, MILESTONE Consortium (2017) Architecture and functioning of child and adolescent mental health services: a 28-country survey in Europe. Lancet Psychiatry 4:715–724. 10.1016/S2215-0366(17)30127-X [DOI] [PubMed] [Google Scholar]
  • 41.Eyre O, Thapar A (2014) Common adolescent mental disorders: transition to adulthood. Lancet 383:1366–1368. 10.1016/S0140-6736(13)62633-1 [DOI] [PubMed] [Google Scholar]
  • 42.Raballo A, Poletti M, McGorry P (2017) Architecture of change: rethinking child and adolescent mental health. Lancet Psychiatry 4:656–658. 10.1016/S2215-0366(17)30315-2 [DOI] [PubMed] [Google Scholar]
  • 43.Pelizza L, Chiri LR, Azzali S, Garlassi S, Scazza I, Paterlini F, Poletti M, Pupo S, Raballo A (2022) Identifying adolescents in the early stage of psychosis: a screening checklist for referrers. J Clin Psychol 78:1184–1200. 10.1002/jclp.23280 [DOI] [PubMed] [Google Scholar]
  • 44.Pelizza L, Leuci E, Quattrone E, Azzali S, Pupo S, Paulillo G, Pellegrini P, Menchetti M (2023) Rates and predictors of service disengagement in adolescents with first episode psychosis: results from the 2-year follow-up of the Pr-EP program. Eur Child Adolesc Psychiatry. 10.1007/s00787-023-02306-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Lal S, Malla A (2015) Service engagement in first-episode psychosis: current issues and future directions. Can J Psychiatry 60:341–345. 10.1177/070674371506000802 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Stagi P, Galeotti S, Mimmi S, Starace F, Castagnini AC (2015) Continuity of care from child and adolescent to adult mental health services: evidence from a regional survey in Northern Italy. Eur Child Adolesc Psychiatry 24:1535–15341. 10.1007/s00787-015-0735-z [DOI] [PubMed] [Google Scholar]
  • 47.Hansen CØ, Thorup AAE, Nordentoft M, Hjorthøj C (2024) Predictors of transfer and prognosis after transfer from child and adolescent mental health services to adult mental health services-a Danish nationwide prospective register-based cohort study. Eur Child Adolesc Psychiatry 33:79–87. 10.1007/s00787-022-02136-x [DOI] [PubMed] [Google Scholar]
  • 48.Weiss A, Steadman S, Mercier HD, Hansel TC, Chaudhry S, Clark I (2022) Pathways to care: how help-seeking behaviors relate to duration of untreated psychosis and treatment engagement. Psychiatr Q 93:473–482. 10.1007/s11126-021-09960-5 [DOI] [PubMed] [Google Scholar]
  • 49.Rabinovitch M, Cassidy C, Schmitz N, Joober R, Malla A (2013) The influence of perceived social support on medication adherence in first-episode psychosis. Can J Psychiatry 58:59–65. 10.1177/070674371305800111 [DOI] [PubMed] [Google Scholar]
  • 50.Landi G, Leuci E, Quattrone E, Azzali S, Pellegrini C, Pellegrini P, Pelizza L (2021) The “Parma-Early Psychosis” programme: characterization of help-seekers with first episode psychosis. Early Interv Psychiatry 15:380–390. 10.1111/eip.12968 [DOI] [PubMed] [Google Scholar]
  • 51.D’Ambrosio E, Abrol A, Pigoni A (2023) Editorial: Machine learning and psychosis: diagnosis, prognosis and treatment. Front Psychiatry 14:1133072. 10.3389/fpsyt.2023.1133072 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Khokhar JY, Dwiel LL, Henricks AM, Doucette WT, Green AI (2018) The link between schizophrenia and substance use disorder: a unifying hypothesis. Schizophr Res 194:78–85. 10.1016/j.schres.2017.04.016 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Baan CA, Hutten JH, Rijken PM (2003) Afstemming in de zorg. Eenachtergrondstudie naar de zorg voor mensen met een chronische aandoening. RIVM/NIVEL, Bilthoven [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Data Availability Statement

The data that support the findings of this research are available on reasonable request from the corresponding author. The data are not publicly available due to privacy and/or ethical restrictions.


Articles from European Archives of Psychiatry and Clinical Neuroscience are provided here courtesy of Springer

RESOURCES