- 1Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte Anne Hospital, Paris, France
- 2Psychiatry and Neuroscience Center, National Resource Center for Cognitive Remediation and Psychosocial Rehabilitation (C3RP), Paris, France
- 3Inserm U 1266, Paris, France
- 4Cundill Center for Child and Youth Depression, Université de Paris, Paris, France
- 5Laboratoire, CeSRM, UFR STAPS, Université Paris Nanterre, Nanterre, France
- 6Laboratoire CLIPSYD, EA4430, Université Paris Nanterre, Nanterre, France
- 7Center for Addiction and Mental Health, Toronto, ON, Canada
Employment rate in psychiatry is around 10 to 30%. Cognitive remediation (CR) associated with psychosocial rehabilitation shows good functional outcomes, with a high level of satisfaction in participants provided by tailored CR. However, few studies looked at the long-term outcome in participants who experienced such a program. This retrospective survey examines the outcome of persons having psychiatric diseases 2 to 9 years after being treated with a personalized CR program. The survey included 12 domains with questions relevant to work, studies, before CR (T1) and at the moment of the survey (T2), questions about housing, relatedness, familiar relationships and daily activities at T2. Finally, a narrative interview was included to express feelings of the participants about CR. Sixty-six participants completed the survey, and were treated with neurocognitive or social cognition programs. Their diagnosis was: schizophrenia (80.3%), neurodevelopment disorder (autism as well as genetic or metabolic disease with psychiatric expression) (15.2%) and bipolar disorder (4.5%). The comparison between T1 and T2 showed significant difference for job employment (P < 0.001), even for competitive jobs (p < 0.007), for performing studies (p = 0.033), for practicing a physical activity (0.033) or reading (0.002). Outcome was also examined in reference to the delay from CR to highlight changes in patient characteristics and service delivery over the years. Hence, the total sample was split in two subgroups: CR delivered in 2009–2013 (n = 37); CR delivered in 2014–2016 (n = 29). While in the former group more participants were working (p = 0.037), in the latter group, which was younger (p = 0.04), more participants were studying (p = 0.02). At T2, a majority of persons experienced no relapse, three years (79.1%) to 8 years (56.8%) after CR, when referring to the anamnesis. Concerning subjective perception of CR, participants expressed feelings concerning positive impact on clarity of thought, on cognitive functions, self-confidence, perceiving CR as an efficient help for work and studies. To conclude, even long years after a personalized CR program, good benefits in terms of employment or studies emerge when compared to the status before CR, with good determinants for recovery in terms of leisure or physical activity practice.
Introduction
Employment rate for people with severe mental illness is only around 10 to 30% (1–3). The literature mentions that poor cognitive functioning affects vocational outcomes in patients with severe mental illness, and even for those receiving vocational rehabilitation services (4–9). The programs for cognitive remediation (CR) are generally categorized as manual-task training or computer-assisted training, and concern neurocognition as well as social cognition. CR improves cognitive functioning in schizophrenia (10, 11), in autistic spectrum disorders (12), bipolar disorders (13) or in complex neurodevelopmental disorders (14). This psychosocial therapy provides benefits on symptoms and improves self-esteem (4, 15, 16) as well as self-efficiency to achieve personal goals (17), with maintained long term benefits (12, 18). Meta-analyses demonstrated that CR associated with adjunctive psychosocial rehabilitation shows stronger effects on functional outcomes compared to programs not associated to rehabilitation (8, 10, 12). Psychosocial rehabilitation includes psychosocial therapies such as psychoeducation, for users and care-givers, cognitive behavior therapy or psychosocial skills intervention. These therapies can facilitate the transfer of benefits acquired during CR programs to everyday life (19). However, the vast majority of Research done around CR programs focused on internal validity rather than trying to extent findings on real world context (20). Recently, a CR program, called “Cognitive Remediation to Promote Recovery” (CR2PR), has been developed in 16 clinics in New York for patients with serious mental illness (21). The principle of CR2PR program insisted on the point that “cognitive remediation programs had to be delivered tied to overall recovery goals” to increase the impact on functional outcome (11, 22). The results in this study after the participation of the users averaged 90.5%. Also, with an average number of 138 patients across the clinical sites, 40% of the users self-reported a high level of satisfaction with the service, and 96.9% qualified it as an excellent or good experience. Most patients found that CR improved cognition, and for 90% CR helped them to deal more effectively with situations at home, school, work, or with friends (21). Furthermore, Medalia et al. (19), as well as Seccomandi et al. (23) suggested to provide a “personalized medicine’ with tailored medical intervention for CR, bringing an answer to the fact that around 25% of the patients do not improve after CR.
The French Center for Cognitive Remediation and Psychosocial Rehabilitation (C3RP) was created in 2009, to deliver personalized CR programs as well as psychosocial rehabilitation course for persons with schizophrenia, autism or complex neurodevelopmental disorders (psychiatric troubles with genetic or metabolic diseases). These programs are delivered in a patient-centered approach to provide services responsive to patients’ preferences and wishes, focusing on the cognitive profile of each patient, rather than on his diagnosis (22). Moreover, CR programs are fully personalized and delivered in coordination with the French care-units attached to the “sectors teams” associated to the patient residential home, or attached to the private medical practitioner in charge of the clinical follow-up. This coordination is efficient throughout the program. Also, the C3RP must organize an efficient relay with the unit that will accompany the user throughout his professional insertion or help to concretize his rehabilitation project. To see if a user is eligible to a CR program the practitioner must determine a core set of four characteristics: 1) if the user is clinically stable, 2) if the treatment is stable, with no sedative compounds (such as anxiolytics) delivered during the day, and well adjusted (for at least 1 month) 3) if the user is fully engaged to participate to CR programs and 4) if there is a concrete idea of a rehabilitation project. The CR schedule must be timely coordinated to the rehabilitation project, in order to act as a “stepping stone” and to increase the chance for the project to be successful (see Figure 1). The concrete phase of the project must begin 6 to 8 months after the end of the CR (mean duration for the maintain of cognitive benefits) (24). Whatever the type of CR program, neurocognitive or social cognition, the nodal point is the link between CR and transfer to daily life (19). For neurocognition or social cognition this transfer can take place in different ways: 1) through homework tasks such as in Recos (Remédiation Cognitive dans la Schizophrénie—Cognitive Remediation for Schizophrenia) (25, 26) or CRT (Cognitive Remediation Therapy) programs (27, 28), social cognition programs such as SCIT (Social Cognition Interaction Training) (29) or TomRemed (Remédiation en Théorie de l’Esprit—Theory of Mind Remediation) (30) programs. 2) transfer to everyday life can also be facilitated through group sessions oriented toward full explanations of the cognitive domains and consequences in daily life, and explicit work on transfer of benefits such as in the NEAR (Neuropsychological Educational Approach to Remediation) program (31) or as we develop it in the Virtual Reality serious game program “Jeu Mathurin”, which trains planning abilities and prospective memory in a virtual town (17). Finally, participants in their rehabilitation trajectory could also experience other psychosocial programs: psychoeducation (32–34), management and support for their caregivers (such as the Canadian program Profamille—Profamilly) (32), Cognitive Behavioral Therapy (CBT) (35) or physical adapted activity program (36). All the CR programs are delivered in a standardized protocol: 1) multidisciplinary evaluation (medical, neuropsychological and functional), 2) feed-back to the user and eventually his family of his strengths and weaknesses, 3) psychoeducation session about neurocognitive or social cognition functions using a formalized handbook agreed by our national health agency (ETP 11106) 4) Questions about the handbook the users had to read carefully at home consecutively to the psychoeducation session. Then users and the C3RP team begin the CR sessions.
However, the crucial question is to see what the future is made of for participants enrolled in CR, several years after the end of the program. Therefore, a retrospective survey has been conducted to ask all of our participants about outcomes in terms of work, studies, but also clinical stability, functional environment, and the participant feelings about CR intervention. Our main assumption regarding our primary outcome was significant changes in terms of rate of employment or active student status between T1 (period of service delivery when the CR program took place) and since T2 (end of CR service delivery) at time of the follow-up survey. The survey was approved by the ethic committee (CPP Île-de-France VI, N° 2017-A00704-49).
Materials and Methods
The survey included all the participants treated with CR since the creation of the unit from 2009 up to 2016. The survey was conducted in 2017–2018. Age of participants was ranged between 21 and 63. The DSM 5 (37) diagnosis of the users initially recruited in the C3RP was predominantly schizophrenia and schizoaffective disorder, with a scarce number of bipolar disorders (the C3RP was initially focused on rehabilitation in schizophrenia). Progressively were also admitted persons with autism or presenting complex neurodevelopmental disorder. The users were contacted by phone by the C3RP team and informed that they will receive by post or mail a survey including 12 main domains, which could include one to five sub domains, and questions relevant to some determinants of their actual professional and functional outcome, housing, relatedness, familiar relationships, daily activities. There were 19 questions and 15 sub-questions related to questions if there was a “yes” answer were asked (see Table 1). A consent form was sent, after explaining the study orally by the clinician and the patients had to sign it. Lastly, the Narrative Evaluation of Intervention Interview (NEII) (38, 39) was also sent to express feelings about CR. The questionnaire encompassed 15 total questions, with an equal number of questions related to the process and to the results of the intervention. Participants had to give their fully written consent to participate to this survey. As many patients did not return this survey, we proposed them to come to visit us and fulfill the documents in our unit.
Type of CR Programs Delivered
From 2009 to 2012 only two individual neurocognitive programs were available in the C3RP: CRT (27), and RECOS (25). In mid 2013, we introduced a French program focused on Theory of mind difficulties—TOM-REMED (30) -, and in 2014 the Mathurin Serious Game (17). Finally, since 2015 we delivered NEAR (31) and the SCIT programs (29). Hence, from 2014 the diversity of neurocognitive and social cognition methods provided a fully enriched panel of therapies with personalized rehabilitation course adapted to the cognitive profile of users.
Statistical Analysis
Statistical analyses were performed using Jamovi (40) for quantitative data and Iramuteq (41) for qualitative data. First descriptive statistics were produced. Numerical variables were summarized as mean and standard deviation (SD), whereas counts and frequencies were used for categorical variables. In order to investigate the difference on patient characteristics (sociodemographic, diagnostic, medication), delivered services (type of CR programs and psychosocial therapies) and outcomes (professional activity, studies, housing, leisure, physical activity and relapse) between before service entry and in 2017–2018 since the end of care, McNemar Chi²-Test for categorical variables and paired sample t-test for numeric variables were performed. For comparison between the different time period of service delivery (2009–2013 and 2014–2016) Pearson Chi²-Test for categorical variables and independent sample t-test for numeric variables were performed. Lastly, we use a multivariate logistic regression model to identify potential predictors of primary outcome (employment or active student status since the end of T2 in 2017–2018). Concerning textual data with the NEII questionnaires, a lexicometric analysis using the Reinert method (42) was performed in order to identify different cluster of patient subjective evaluation of CR effects.
Results
The survey included 131 P-RC, but only 66 completed the survey and signed their consent, and 52 returned the NEII. Three eligible persons for CR died by suicide, unrelated to the rehabilitation course, with two of them who experienced a CR program but died several years after. Initially, our purpose was to compare users eligible for CR who achieved the program (n = 92), to users who dropped-out after the initial evaluation (n = 40), to obtain two comparable groups in terms of indication for CR. Unfortunately, among the drop-out users, only one questionnaire was returned. Hence, we analyzed only the data of participants achieving the CR (P-CR) (see Table 2).
Table 2 Number of participants invited to fulfill the survey in reference to the starting year of cognitive remediation, completion and non-completion rates.
Socio-demographic characteristics of the P-CR, as well as diagnoses and T1-Since T2 pharmacological categories of treatments they received are listed in Table 3A. Distribution concerning the type of programs participants achieved, number of P-CR experiencing single or combination of CR methods as well as other psychosocial therapies are presented in Table 3B. When users were invited to different CR programs, this was done consecutively, with neurocognitive program first, followed by a social cognition program if necessary. Patient could have done previously or enter any psychosocial therapy program after having done a CR program in the C3RP unit. For the whole P-CR group the mean number of years with non-activity before CR was 4.2 with a standard deviation of 6.1.
Table 3B Panel of programs delivered in the CR center, number of patients who participated to these programs in single or combined course, and who experienced other psychosocial therapies.
Work or Study Outcome
Type of outcome results are presented in Table 4. A significant difference was found for job employment with more than half of P-CR being employed at since T2 (p > 0.001). Within job employment, competitive job (not specifically dedicated for persons with disabilities) also improved significantly with 36% of P-CR being with a competitive job since T2 (P = 0.007). Studying status also improved significantly between T1 and since T2 with 30.3% being with a student status since T2 (p = 0.033). Among this group, the proportion of subjects who enrolled in an open study curriculum (without adaptation or dedication to persons with disabilities) significantly improved with 25.8% P-CR at since T2 (0.013).
Table 4 Type of outcome (work, studies, housing, leisure and physical activity) listed at T1 and T2.
Housing, Leisure and Physical Activity
When questioned about their leisure activities, a very significant difference was found between T1 and since T2 for P-CR who regularly red books or magazines, and a significant difference T1-Since T2 also existed for physical activity. At since T2, 62.1% of the group lived in an independent house, while the proportion was only 31.8% at T1.
Predictors of Employment or Active Student
A logistic regression model, tested the influence of potential predictors such as age, sex, years of study, existence of relapses, treatment dosage (chlorpromazine equivalent), diagnostic, CR in group or participation in other psychosocial therapies, on employment or active student status since the end of T2 in 2017–2018. Only quantitative variable age and CPZ were significantly associated with a positive outcome (respectively 0.018 and 0.014). However, caution is advised in the interpretation since an increase of 1 unit in the respective quantitative variables represent a decrease of respectively 10% and less than 1% in the odds being employed or having an active student status (data not shown). In other words, the only predictors of a positive outcome were being younger and having a lower treatment dosage (43).
One important point was to know if the functional status was related to the time when users participated to the CR program. Therefore, we split the whole number of participants in two subgroups: subgroup 1: 2009–2013 (n = 37) and subgroup 2: 2014–2016 (n = 37). Characteristics of the two subgroups of P-CR are mentioned in Table 5. The split-year of the whole sample was 2014, because that year represented the initiation of an enriched panel of CR programs, with more group methods in neurocognition or social cognition proposed in the unit.
Table 5 Characteristics of P-CR who participated to CR programs between 2009 and 2013 (Subgroup1) and between 2014 and 2016 (Subgroup2).
When we examine socio demographical as well as clinical difference, subgroup 2 was younger than subgroup 1, with a higher proportion of males. Also, there were more persons with autism or complex neurodevelopment disorders. Considering the CR programs achieved, there was in subgroup 2 a higher proportion of combination of programs, of programs delivered in groups and of social cognition programs. The two subgroups did not differ for the number of other psychosocial therapies.
The type of outcome was also showing noticeable difference: there were significantly less P-CR in subgroup 2 having a professional activity and within them obtaining open jobs, but more users performing studies and among them open studies. Lastly, the number of no relapse was not significantly different in subgroup 1 and subgroup 2.
Narrative Evaluation of CR Intervention Effects
For the whole sample a global evaluation of the narrative feelings using the NEII questionnaire (38, 39) is presented Table 6:
– Class 1 (41%) was referring to the incidence of CR on the functioning of thought: P-CR were describing more “clarity of thought”, more control of thought disorders, and better abilities to be attentive and to listen to others.
– Class 2 (30%) was around the effect of CR on concentration and memory associated to self-confidence. P-CR was describing better concentration, memory abilities, easiness to speak. They linked these improvement with gain in self-confidence.
– Class 3 (29%) was referring to work and studies. P-CR mentioned that CR helped for work and studies, and even recommended this therapy for persons “having health problems” or “problems with the treatment”.
Table 6 Global evaluation and lexicometric analysis of the narrative feeling written by the participants (n = 52).
Discussion
This survey clearly shows that in a sample of participants who experienced personalized CR programs, a significant proportion of users obtain a job, with a high number of persons who are employed in open works, doing studies, reading or practicing physical activity regularly, when referring to their status or leisure before CR. When we examine the interval of 8 to 4 years on one hand, and 3 to 1 year on the other hand, from the survey-period, there was a significant number of persons who got a job in the former group, and a significant number of persons to come or return to studies in the latter group, with similar determinants for outcome and a high number of no relapse for these two subgroups.
Concerning employment, in the literature, only 11.5% of persons with a psychic handicap exert an open job while this proportion turns around 62.2% in the general population, despite the fact that 55 to 70% of users with psychic handicap claim they would like to work (44). In an European cohort of persons with schizophrenia enrolled in a naturalistic study with a 2-year follow-up the overall employment rate of participants was 21.5%, but varied between countries and sites, with rates of 12.9% in the UK, and 11.5% in France. During the same period the general population employment rate in France was 62.2% (45). However, in certain conditions such as in rural china compared to urban environment, high rates of employment can be seen for persons having a severe mental illness. In our study, when open and sheltered jobs are considered, the rate of employment we find is 57.6% with a significant proportion of persons who exerts a job after CR, in comparison to the proportion before CR. This rate is nearly the same as the range of rates for employment after Computer assisted CR done by outpatients with schizophrenia or schizoaffective disorders listed in the meta-analysis of Chan et al. (8) (54 to 69% depending on the different studies). This rate was significantly reduced in the subgroups of participants who received CR during 2014–2016 compared to the group treated during 2009–2013. For the former period the rate is 70.3%, with 48.7% doing ordinary jobs. As a matter of example, the Individual Placement and Support (IPS) method’s [Boardman and Rinaldi (1) listed in Pachoud and Corbière (46)], known as a particularly efficient method for supported employment, provides rates of open employment around 60%, compared with rates of around 25% obtained with the usual mental health services. In France, since 2016 an adaptation of the IPS method has been currently implemented all over the land. Our group of participants did not benefit from the pilot IPS experience beginning in 2016. Hence, we make the assumption that our CR personalized models for care added to the French IPS program should certainly reinforce the good outcome results for the users. In our group the percentage of users working in sheltered employment was 12%, while in the European cohort of Marwaha et al. (45), the same percentage in the French group was 30%. However, this cohort was collected before 2007 and psychosocial therapies were very scarce in France before 2009.
The overall number of users performing studies was also significantly different at T1 (18%) compared to T2 (30%), with also a higher number of users performing ordinary studies (36.4%). The noticeable point is that this number is significantly higher between 2014 and 2016, compared to the group doing CR in 2009–2013. However, the more recent group is younger. That could be part of the explanation of the higher proportion of users who obtained jobs in the former group, and the higher proportion of users performing studies after CR in the latter one. In a large group of persons with psychosis living in an Australian urban city, Jablensky et al. (47) found in a cohort of 980 individuals with schizophrenia 11.6% of persons achieving a tertiary education diploma degree, with 58.1% who had left school at age 16 years or earlier and 47.8% who completed secondary schooling. Moreover, plausibly our recruitment changed from 2009 to 2013 compared to 2014–2016 with younger participants to who psychosocial therapies have been proposed. Lastly, what is noticeable is that even before the enrichment of CR methods in 2014–2015, persons with neurocognitive deficits treated with tailored program of rehabilitation could find jobs and could maintain it after many years. During this earlier period persons were mainly treated with CRT and Recos, two neurocognitive methods. However, even if these two methods are focused on neurocognition, using CRT, Wykes et al. (48) found that for aged persons with schizophrenia, when they experienced a memory benefit, there was in parallel an improvement in social behavior. Finally using Recos, Vianin (49) insisted on the mixed paper/pencil and computer program which brings positive effects on metacognition with more transfer in everyday life.
At the moment of the survey, 92.4% of the P-RC were feeling as clinically stable. The number of untreated patients was quite the same between T1 and since T2, and the CPZ equivalent were also very similar in the two subgroups. This survey sample was mainly composed of participants with schizophrenia. In the literature, the rate of relapses in schizophrenia is variable. As a matter of example, a systematic review (50) found in multiple episodes of schizophrenia remission rates from 16 to 62%. Moreover, these rates depend from several factors. Comparing the different periods, 2009–2013 and 2014–2016, there was quite the same proportion of subjects who experienced no relapse after CR. This result is in favor of a continuing benefit of psychosocial therapy even after several years. Mueller et al. (51) recently found convergent results showing that the INT-CR-Program prevent relapses in a one year follow up study in schizophrenia. When we look to some determinants of global functioning, at T1, 18% of users were regularly practicing physical activity (including frequent walk), and after CR this proportion was significantly higher, with nearly half of the P-CR. Also, a higher proportion of users were reading regularly. Moreover, since T2, 62.1% had independent housing, while there were less users in the same environment at T1.
Generally, to scrutiny analyze all these results, a control group might be necessary and is lacking in our study. It has to be done in the future. However, when we reconcile these results with the high percentage of employment and studies in this sample, we could state that our users show in their outcomes several determinants that have been mentioned in studies about recovery (52). However, without specific recovery or symptom questionnaire or scales we cannot go forward in this hypothesis. Morin and Franck (53) states that clinical remission and overall functioning are two main factors for recovery. We did not find any impact of confounding factors on our findings except for age and treatment dosage that could be obviously understood as the lower the age and the level of symptomatology that needs to be treated with antipsychotics, the higher the chance is for a positive outcome, especially concerning employment or studies. However, Erim et al. (43) found in a group of persons with schizophrenia that a low dosage of antipsychotics was correlated with young age, shorter disease duration, symptomatic remission and higher rate of employment. Nevertheless, the small group of participants could raise insufficient power issues on analysis. Another point is the low rate of responses to the survey by the participants. This low rate has many explanations: 1) probably a low motivation of these drop-out subjects, who for some of them did not achieve the program or even did not begin the program after the baseline evaluation. 2) The long delay after the years of CR treatment could for other participants be also a reason of non-response. 3) The fact that persons come in our rehabilitation center from many parts of the very large Ile de France region. These persons could have changed their address, or even live in another region.
When looking carefully to the lexicometric analyses of the intervention evaluation extracted from the Narrative interview of the P-CR, three classes emerged, with three main topics (Table 5): one was concerning the thought functioning, with the positive impact on CR on clarity of thought and on benefits in driving thought disorders; the second topic establishes a link between the benefit of CR on cognitive functions and the association with self-confidence; and the third topic concerned the positive incidence of CR on work and studies. These topics are nodal objective of CR and the participants who responded fully perceive these effects. Confirmation of these benefits also come from literature: Farreny et al. (54) showed an association between improvement in executive functioning after CR and reduction of thought disorders. Seccomandi et al. (23) recently pointed out that the improvement in self-esteem might be a moderator of the response of CR with a link between higher self-esteem at baseline and better competitive employment as well as lower unemployment (55). However, in another study self-esteem had no influence on cognitive gains (16). Lastly, Bell et al. (56) demonstrated benefits of CR on supported employment for schizophrenia. Finally, participant subjective evaluation of CR effects converge with what experts of rehabilitation teams are expecting from this therapy. Interestingly, it was noticeable that “participants recommend this treatment for difficulties to study because of mental health problems.” Nowadays in France, CR for mental health difficulties is extensively growing all over the national territory. In each region rehabilitation centers have already been developed or are in an ongoing process of development. Every year, therapists are formally trained when they want to deliver CR programs. Our consortium for CR (Association Francophone de Remédiation Cognitive—AFRC- and therapy CR network) exists since 2009, and formal university graduations for CR and psychosocial rehabilitation exist in Lyon and Paris, while formal training concerning individual CR programs are delivered in a context of professional continuous training to nurses, psychologists, psychiatrists and other clinician stake holders. In the overall mental health policy in France, psychosocial therapies and mainly CR have been designed as national priorities for mental health (Instruction DGOS/R4/2019/10).
Lastly, more forms exist in the responses given by subgroup 2 than by subgroup 1. Obviously one can more easily retrieve precise and rich details about a therapy when memories are more recent.
Limitations
This manuscript is a very preliminary study concerning long term outcome of a small number of persons. The main limitation of this study concern power issues and the absence of a control group which deeply limits the possibility to refer to a population of persons recruited during the same period in the same environment. Furthermore, outcomes might be measured on a different time scale for different subject since they’re not assessed at the end of CR but in 2017–2018 since the end of service delivery (from 2009 to 2016). Also, are lacking formal clinical evaluation, as well as questionnaires exploring satisfaction, recovery and self-report memories of the participants themselves concerning the feeling of recovery. Our sample is probably biased; one of the indirect probe for this bias is the number of patients eligible for CR who dropped out (30.5%) or did not answer to our survey (response rate of 50.4%). The selection bias was reinforced by our model for rehabilitation care: to enter in a CR program users have to be motivated, and must have an idea of the concrete project of insertion they want to concretize. However, in a context of our French free medical health insurance, one has to keep in mind the cost of psychosocial therapies in general; Hence, we must obtain a minimum of guarantee that programs could be followed until the end to prove that these psychosocial therapies must continue and need an extension in France.
Conclusion
The main findings of this study highlight the plausible efficacy of personalized cognitive remediation in naturalistic conditions to promote overall functioning. Strikingly, these results are found even several years after the intervention and regardless of the time when it was applied, with a high percentage of participants who works after cognitive remediation in open jobs, who studies or who acquires training and graduation. Also, some determinants of overall functioning which are frequently expressed in recovery have also been pointed out. After cognitive remediation, inner feeling of increase of self-confidence, better clarity of thought, and feeling that cognitive remediation has been a real help for work, studies or mental health problems are directly expressed by the participants. Few relapses can be showed and these effects are maintained, even many years after the program. All these factors exist in a tailored care delivery for cognitive remediation and psychosocial therapies, in a precise timed course adjusted to the rehabilitation project, with huge efforts to transfer benefits of remediation in daily living, coordinated to the clinical follow-up of the sector team which continues to help the user in his rehabilitation project. However, to be confirmed undoubtedly these findings have to be done in reference to a control group. Also, a follow-up prospective study has to be carried on. Cognitive remediation and psychosocial rehabilitation seem to provide actually modest but robust improvement. Comparative studies reporting long term effect of this psychosocial therapy are warranted to confirm these preliminary findings.
Data Availability Statement
The datasets generated for this study are available on request to the corresponding author.
Ethics Statement
The studies involving human participants were reviewed and approved by CPP île de France VI. The patients/participants provided their written informed consent to participate in this study.
Author Contributions
IA, MM, and YM wrote the manuscript. All the other authors contributed to collect the data for this survey, to correct the manuscript, and to supervise the study. YM and FP performed the statistical analyses. LK completed some statistical analyses and supervised the collection of data concerning psychosocial therapies.
Funding
The study was promoted by the GHU Paris, Psychiatrie et Neurosciences. The C3RP receives a financial help from Pierre Deniker foundation.
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Acknowledgments
We thank the patients for their participation.
References
1. Boardman J, Rinaldi M. Difficulties in implementing supported employment for people with severe mental health problems. Br J Psychiatry (2013) 203:247–9. doi: 10.1192/bjp.bp.112.121962
2. Jonsdottir A, Waghorn G. Psychiatric disorders and labor force activity. Ment Health Rev J (2015) 20:13–27. doi: 10.1108/MHRJ-05-2014-0018
3. Davidson M, Kapara O, Goldberg S, Yoffe R, Noy S, Weiser M. A nation-wide study on the percentage of schizophrenia and bipolar disorder patients who earn minimum wage or above. Schizophr Bull (2016) 42:443–7. doi: 10.1093/schbul/sbv023
4. McGurk SR, Mueser KT, Pascaris A. Cognitive training and supported employment for persons with severe mental illness: one-year results from a randomized controlled trial. Schizophr Bull (2005) 31:898–909. doi: 10.1093/schbul/sbi037
5. McGurk SR, Mueser KT. Cognitive functioning, symptoms, and work in supported employment: a review and heuristic model. Schizophr Res (2004) 70:147–73. doi: 10.1016/j.schres.2004.01.009
6. Lysaker P, Bell M, Beam-Goulet J. Wisconsin card sorting test and work performance in schizophrenia. Psychiatry Res (1995) 56:45–51. doi: 10.1016/0165-1781(94)02641-U
7. Green MF, Kern RS, Braff DL, Mintz J. Neurocognitive deficits and functional outcome in schizophrenia: are we measuring the “right stuff”? Schizophr Bull (2000) 26:119–36. doi: 10.1093/oxfordjournals.schbul.a033430
8. Chan JY, Hirai HW, Tsoi KK. Can computer-assisted cognitive remediation improve employment and productivity outcomes of patients with severe mental illness? A meta-analysis of prospective controlled trials. J Psychiatr Res (2015) 68:293–300. doi: 10.1016/j.jpsychires.2015.05.010
9. Bell MD, Bryson GJ, Greig TC, Fiszdon JM, Wexler BE. Neurocognitive enhancement therapy with work therapy: productivity outcomes at 6- and 12-month follow-ups. J Rehabil Res Dev (2005) 42:829–38. doi: 10.1682/JRRD.2005.03.0061
10. McGurk SR, Twamley EW, Sitzer DI, McHugo GJ, Mueser KT. A meta-analysis of cognitive remediation in schizophrenia. Am J Psychiatry (2007) 164:1791–802. doi: 10.1176/appi.ajp.2007.07060906
11. Wykes T, Huddy V, Cellard C, McGurk SR, Czobor P. A meta-analysis of cognitive remediation for schizophrenia: methodology and effect sizes. Am J Psychiatry (2011) 168:472–85. doi: 10.1176/appi.ajp.2010.10060855
12. Eack SM, Hogarty SS, Greenwald DP, Litschge MY, Porton SA, Mazefsky CA, et al. Cognitive enhancement therapy for adult autism spectrum disorder: results of an 18-month randomized clinical trial. Autism Res (2018) 11:519–30. doi: 10.1002/aur.1913
13. Torrent C, Cdel MB, Martinez-Aran A, Valle J, Amann BL, Gonzalez-Pinto A, et al. Efficacy of functional remediation in bipolar disorder: a multicenter randomized controlled study. Am J Psychiatry (2013) 170:852–9. doi: 10.11176/appi.ajp.2012.12070971
14. Alexandre C, Chaumette B, Martinez G, Christa L, Dupont JM, Kebir O, et al. Paradoxical improvement of schizophrenic symptoms by a dopaminergic agonist: an example of personalized psychiatry in a copy number variation-carrying patient. Biol Psychiatry (2016) 80:e21–3. doi: 10.1016/j.biopsych.2015.09.017
15. Wykes T, Reeder C, Corner J, Williams C, Everitt B. The effects of neurocognitive remediation on executive processing in patients with schizophrenia. Schizophr Bull (1999) 25:291–307. doi: 10.1093/oxfordjournals.schbul.a033379
16. Bellucci DM, Glaberman K, Haslam N. Computer-assisted cognitive rehabilitation reduces negative symptoms in the severely mentally ill. Schizophr Res (2003) 59:225–32. doi: 10.1016/S0920-9964(01)00402-9
17. Amado I, Brenugat-Herne L, Orriols E, Desombre C, Dos Santos M, Prost Z, et al. A serious game to improve cognitive functions in schizophrenia: a pilot study. Front Psychiatry (2016) 7:64. doi: 10.3389/fpsyt.2016.00064
18. Buonocore M, Spangaro M, Bechi M, Baraldi MA, Cocchi F, Guglielmino C, et al. Integrated cognitive remediation and standard rehabilitation therapy in patients of schizophrenia: persistence after 5years. Schizophr Res (2018) 192:335–9. doi: 10.1016/j.schres.2017.05.022
19. Medalia A, Saperstein AM, Hansen MC, Lee S. Personalised treatment for cognitive dysfunction in individuals with schizophrenia spectrum disorders. Neuropsychol Rehabil (2018) 28:602–13. doi: 10.1080/09602011.2016.1189341
20. Keshavan MS, Vinogradov S, Rumsey J, Sherrill J, Wagner A. Cognitive training in mental disorders: update and future directions. Am J Psychiatry (2014) 171:510–22. doi: 10.1176/appi.ajp.2013.13081075
21. Medalia A, Erlich MD, Soumet-Leman C, Saperstein AM. Translating cognitive behavioral interventions from bench to bedside: the feasibility and acceptability of cognitive remediation in research as compared to clinical settings. Schizophr Res (2019) 203:49–54. doi: 10.1016/j.schres.2017.07.044
22. Amado I, Sederer LI. Implementing cognitive remediation programs in France: the “secret sauce”. Psychiatr Serv (2016) 67:707–9. doi: 10.1176/appi.ps.201600033
23. Seccomandi B, Tsapekos D, Newbery K, Wykes T, Cella M. A systematic review of moderators of cognitive remediation response for people with schizophrenia. Schizophr Res Cognit (2020) 19:100160. doi: 10.1016/j.scog.2019.100160
24. Roder V, Mueller DR, Mueser KT, Brenner HD. Integrated psychological therapy (IPT) for schizophrenia: is it effective? Schizophr Bull (2006) 32:S81–93. doi: 10.1093/schbul/sbl021
25. Vianin P, Deppen P, Croisile B, Tarpin-Bernard F, Sarrazin-Bruchez P, Dukes R, et al. Exploratory investigation of a customized cognitive remediation program for individuals living with schizophrenia. J Cognit Rehabil (2010) 28:11–21.
26. Franck N, Duboc C, Sundby C, Amado I, Wykes T, Demily C, et al. Specific vs general cognitive remediation for executive functioning in schizophrenia: a multicenter randomized trial. Schizophr Res (2013) 147:68–74. doi: 10.1016/j.schres.2013.03.009
27. Wykes T. Cognitive rehabilitation and remediation in schizophrenia. In: Sharma T, Harvey P, editors. Cognition and Schizophrenia Impairment, Importance and Treatment Strategies. Oxford, UK: Oxford University Press (2000). p. 332–51.
28. Rigaut B, Brénugat L, Alexandre C, Willard D, Malangin B, Amado I. Remédiation et transfert des acquis chez les patients ayant une faible autonomie. In: Franck N, editor. Traité de Réhabilitation Psychosociale. France: Elsevier-Masson (2018). p. 368–75.
29. Penn DL, Roberts DL, Combs D, Sterne A. Best practices: the development of the social cognition and interaction training program for schizophrenia spectrum disorders. Psychiatr Serv (2007) 58:449–51. doi: 10.1176/ps.2007.58.4.449
30. Kayser N, Sarfati Y, Besche C, Hardy-Bayle MC. Elaboration of a rehabilitation method based on a pathogenetic hypothesis of “theory of mind” impairment in schizophrenia. Neuropsychol Rehabil (2006) 16:83–95. doi: 10.1080/09602010443000236
31. Medalia A, Revheim N, Herlands T. Cognitive Remediation for Psychological Disorders: Therapist Guide. Treatments that Work. Oxford, UK: Oxford University Press (2009).
32. Hodé Y. Prise en charge des familles de patients schizophrènes [Family intervention for schizophrenia]. Ann Méd Psychol (2011) 169:196–9. doi: 10.1016/j.amp.2011.02.015
33. Favrod J, Crespi S, Faust J-M, Polari A, Bonsack C, Conus P. A psychoeducation tool for patients with first-episode psychosis. Acta Neuropsychiatr (2011) 23:75–7. doi: 10.1111/j.1601-5215.2011.00529.x
34. Sauvanaud F, Kebir O, Vlasie M, Doste V, Amado I, Krebs MO. Bénéfice d’un programme d’éducation thérapeutique agréé sur la qualité de vie et le bien être psychologique de sujets souffrant de schizophrénie. L’Encephale (2016) 43:235–40. doi: 10.1016/j.encep.2015.12.028
35. Hazell CM, Hayward M, Cavanagh K, Strauss C. A systematic review and meta-analysis of low intensity CBT for psychosis. Clin Psychol Rev (2016) 45:183–92. doi: 10.1016/j.cpr.2016.03.004
36. Kern L, Marchetti E. Mettre en Place un Programme D"activités Physiques Ludiques Pour Patients Ayant une Psychose et un Trouble du Spectre Autistique. France: Editions Dunod (2018).
37. American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders. Arlington, VA: American Psychiatric Association (2013).
38. Levy-Frank I, Hasson-Ohayon I, Kravetz S, Roe D. A narrative evaluation of a psychoeducation and a therapeutic alliance intervention for parents of persons with a severe mental illness. Fam Process (2012) 51:265–80. doi: 10.1111/j.1545-5300.2012.01398.x
39. Hasson-Ohayon I, Roe D, Kravetz S. A qualitative approach to the evaluation of psychosocial interventions for persons with severe mental illness. Psychol Serv (2006) 3:262–73. doi: 10.1037/1541-1559.3.4.262
40. Sahin MD, Aybek EC. Jamovi: an easy to use statistical soft ware for the social scientists. IJATE (2019) 4:670–692. doi: 10.21449/ijate.661803
41. Ratinaud P, Déjean S. (2009). IRaMuTeQ : implémentation de la méthode ALCESTE d’analyse de texte dans un logiciel libre. Disponible sur internet à l'adresse: http://repere.no-ip.org/Members/pratinaud/mes-documents/articles-et-presentations/presentation_mashs2009.pdf.
42. Reinert M. Une méthode de classification descendante hiérarchique: application à l’analyse lexicale par contexte. Cah Anal Données (1983) 8:187–98.
43. Erim BR, Boztas H, Yildiz M, Uygun E. The factors affecting the relationship between remission status and employment in chronic schizophrenia patients. Psychiatry Invest (2019) 16:860–7. doi: 10.30773/pi.2019.0087
44. Holley HL, Hodges P, Jeffers B. Moving psychiatric patients from hospital to community: views of patients, providers, and families. Psychiatr Serv (1998) 49:513–7. doi: 10.1176/ps.49.4.513
45. Marwaha S, Johnson S, Bebbington P, Stafford M, Angermeyer MC, Brugha T, et al. Rates and correlates of employment in people with schizophrenia in the UK, France and Germany. Br J Psychiatry (2007) 191:30–7. doi: 10.1192/bjp.bp.105.020982
46. Pachoud B, Corbiere M. Pratiques et interventions de soutien à l’insertion professionnelle des personnes présentant des troubles mentaux graves: résultats et pistes de recherche [Practices and interventions related to the work integration of people with a severe mental illness: work outcomes and avenues of research]. L’Encéphale (2014) 40:S33–44. doi: 10.1016/j.encep.2014.04.001
47. Jablensky A, McGrath J, Herrman H, Castle D, Gureje O, Evans M, et al. Psychotic disorders in urban areas: an overview of the study on low prevalence disorders. Aust N Z J Psychiatry (2000) 34:221–36. doi: 10.1080/j.1440-1614.2000.00728.x
48. Wykes T, Reeder C, Landau S, Matthiasson P, Haworth E, Hutchinson C. Does age matter? Effects of cognitive rehabilitation across the age span. Schizophr Res (2009) 113:252–8. doi: 10.1016/j.schres.2009.05.025
49. Vianin P. Computerized exercises to promote transfer of cognitive skills to everyday life. Front Psychiatry (2016) 7:56. doi: 10.3389/fpsyt.2016.00056
50. AlAqeel B, Margolese HC. Remission in schizophrenia: critical and systematic review. Harv Rev Psychiatry (2012) 20:281–97. doi: 10.3109/10673229.2012.747804
51. Mueller DR, Khalesi Z, Roder V. Can cognitive remediation in groups prevent relapses?: results of a 1-year follow-up randomized controlled trial. J Nerv Ment Dis (2020) 208:362–70. doi: 10.1097/NMD.0000000000001146
52. Liberman RP, Kopelowicz A, Ventura J, Gutkind D. Operational criteria and factors related to recovery from schizophrenia. Int Rev Psychiatry (2002) 14:256–72. doi: 10.1080/0954026021000016905
53. Morin L, Franck N. Rehabilitation interventions to promote recovery from schizophrenia: a systematic review. Front Psychiatry (2017) 8:100. doi: 10.3389/fpsyt.2017.00100
54. Farreny A, Aguado J, Corbera S, Ochoa S, Huerta-Ramos E, Usall J. Baseline predictors for success following strategy-based cognitive remediation group training in schizophrenia. J Nerv Ment Dis (2016) 204:585–9. doi: 10.1097/NMD.0000000000000509
55. Evensen S, Ueland T, Lystad JU, Bull H, Klungsoyr O, Martinsen EW, et al. Employment outcome and predictors of competitive employment at 2-year follow-up of a vocational rehabilitation programme for individuals with schizophrenia in a high-income welfare society. Nord J Psychiatry (2017) 71:180–7. doi: 10.1080/08039488.2016.1247195
Keywords: cognitive remediation, long term outcome, employment, rehabilitation
Citation: Amado I, Moualla M, Jouve J, Brénugat-Herné L, Attali D, Willard D, Rigaut B, Malangin B, Kern L, Meyniel C, Gaillard R, Plaze M, Perquier F and Yannick M (2020) Employment, Studies and Feelings: Two to Nine Years After a Personalized Program of Cognitive Remediation in Psychiatric Patients. Front. Psychiatry 11:609. doi: 10.3389/fpsyt.2020.00609
Received: 07 March 2020; Accepted: 11 June 2020;
Published: 03 July 2020.
Edited by:
Antonio Vita, University of Brescia, ItalyReviewed by:
Giacomo Deste, Civil Hospital of Brescia, ItalyFrances Louise Dark, Metro South Addiction and Mental Health Services, Australia
Copyright © 2020 Amado, Moualla, Jouve, Brénugat-Herné, Attali, Willard, Rigaut, Malangin, Kern, Meyniel, Gaillard, Plaze, Perquier and Yannick. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Isabelle Amado, i.amado@ghu-paris.fr