Community Behavioral Health Service Use and Criminal Recidivism of People With Mental, Substance Use, and Co-occurring Disorders.

OBJECTIVE: This study assessed the relationship between community behavioral health service (CBHS) use and criminal recidivism in a broad sample of potential beneficiaries and by diagnostic group. METHODS: Among a cohort of people on probation with any mental and/or substance use disorder (N=772), the study estimated the effect of CBHS use on rearrest with Cox proportional hazards models. RESULTS: Service use significantly predicted reduced recidivism among people with any mental disorder (hazard rate=0.36, p=0.008), but not among those with any substance use disorder or co-occurring disorders. CONCLUSIONS: CBHS use in a given week predicted a 64% reduced recidivism risk during the following week among people with any mental disorder. However, CBHS use had no clear relationship with recidivism among people with co-occurring disorders or any substance use disorder. CBHS use may reduce recidivism, depending on recipient and service characteristics.

Patient Health Questionnaire-9 scores do not accurately estimate depression prevalence: individual participant data meta-analysis.

OBJECTIVES: Depression symptom questionnaires are not for diagnostic classification. Patient Health Questionnaire-9 (PHQ-9) scores ≥10 are nonetheless often used to estimate depression prevalence. We compared PHQ-9 ≥10 prevalence to Structured Clinical Interview for Diagnostic and Statistical Manual of Mental Disorders (SCID) major depression prevalence and assessed whether an alternative PHQ-9 cutoff could more accurately estimate prevalence. STUDY DESIGN AND SETTING: Individual participant data meta-analysis of datasets comparing PHQ-9 scores to SCID major depression status. RESULTS: A total of 9,242 participants (1,389 SCID major depression cases) from 44 primary studies were included. Pooled PHQ-9 ≥10 prevalence was 24.6% (95% confidence interval [CI]: 20.8%, 28.9%); pooled SCID major depression prevalence was 12.1% (95% CI: 9.6%, 15.2%); and pooled difference was 11.9% (95% CI: 9.3%, 14.6%). The mean study-level PHQ-9 ≥10 to SCID-based prevalence ratio was 2.5 times. PHQ-9 ≥14 and the PHQ-9 diagnostic algorithm provided prevalence closest to SCID major depression prevalence, but study-level prevalence differed from SCID-based prevalence by an average absolute difference of 4.8% for PHQ-9 ≥14 (95% prediction interval: -13.6%, 14.5%) and 5.6% for the PHQ-9 diagnostic algorithm (95% prediction interval: -16.4%, 15.0%). CONCLUSION: PHQ-9 ≥10 substantially overestimates depression prevalence. There is too much heterogeneity to correct statistically in individual studies.

Equivalency of the diagnostic accuracy of the PHQ-8 and PHQ-9: a systematic review and individual participant data meta-analysis.

BACKGROUND: Item 9 of the Patient Health Questionnaire-9 (PHQ-9) queries about thoughts of death and self-harm, but not suicidality. Although it is sometimes used to assess suicide risk, most positive responses are not associated with suicidality. The PHQ-8, which omits Item 9, is thus increasingly used in research. We assessed equivalency of total score correlations and the diagnostic accuracy to detect major depression of the PHQ-8 and PHQ-9. METHODS: We conducted an individual patient data meta-analysis. We fit bivariate random-effects models to assess diagnostic accuracy. RESULTS: 16 742 participants (2097 major depression cases) from 54 studies were included. The correlation between PHQ-8 and PHQ-9 scores was 0.996 (95% confidence interval 0.996 to 0.996). The standard cutoff score of 10 for the PHQ-9 maximized sensitivity + specificity for the PHQ-8 among studies that used a semi-structured diagnostic interview reference standard (N = 27). At cutoff 10, the PHQ-8 was less sensitive by 0.02 (-0.06 to 0.00) and more specific by 0.01 (0.00 to 0.01) among those studies (N = 27), with similar results for studies that used other types of interviews (N = 27). For all 54 primary studies combined, across all cutoffs, the PHQ-8 was less sensitive than the PHQ-9 by 0.00 to 0.05 (0.03 at cutoff 10), and specificity was within 0.01 for all cutoffs (0.00 to 0.01). CONCLUSIONS: PHQ-8 and PHQ-9 total scores were similar. Sensitivity may be minimally reduced with the PHQ-8, but specificity is similar.

The Accuracy of the Patient Health Questionnaire-9 Algorithm for Screening to Detect Major Depression: An Individual Participant Data Meta-Analysis.

BACKGROUND: Screening for major depression with the Patient Health Questionnaire-9 (PHQ-9) can be done using a cutoff or the PHQ-9 diagnostic algorithm. Many primary studies publish results for only one approach, and previous meta-analyses of the algorithm approach included only a subset of primary studies that collected data and could have published results. OBJECTIVE: To use an individual participant data meta-analysis to evaluate the accuracy of two PHQ-9 diagnostic algorithms for detecting major depression and compare accuracy between the algorithms and the standard PHQ-9 cutoff score of ≥10. METHODS: Medline, Medline In-Process and Other Non-Indexed Citations, PsycINFO, Web of Science (January 1, 2000, to February 7, 2015). Eligible studies that classified current major depression status using a validated diagnostic interview. RESULTS: Data were included for 54 of 72 identified eligible studies (n participants = 16,688, n cases = 2,091). Among studies that used a semi-structured interview, pooled sensitivity and specificity (95% confidence interval) were 0.57 (0.49, 0.64) and 0.95 (0.94, 0.97) for the original algorithm and 0.61 (0.54, 0.68) and 0.95 (0.93, 0.96) for a modified algorithm. Algorithm sensitivity was 0.22-0.24 lower compared to fully structured interviews and 0.06-0.07 lower compared to the Mini International Neuropsychiatric Interview. Specificity was similar across reference standards. For PHQ-9 cutoff of ≥10 compared to semi-structured interviews, sensitivity and specificity (95% confidence interval) were 0.88 (0.82-0.92) and 0.86 (0.82-0.88). CONCLUSIONS: The cutoff score approach appears to be a better option than a PHQ-9 algorithm for detecting major depression.

"Not Just One, It's Both of Us": Low-Income Mothers' Perceptions of Structural Family Therapy Delivered in a Semi-rural Community Mental Health Center.

Qualitative methods were used to explore mothers' perceptions of structural family therapy (SFT) delivered in a semi-rural community mental health clinic. In-depth, semi-structured interviews were conducted with sixteen mothers who received SFT after seeking services for their children. Thematic analysis suggests mothers found SFT acceptable and valuable. Mothers reported using SFT strategies to regain parental authority, which they believed improved their ability to manage their child's needs and decreased their own stress. SFT also increased some mothers' receptivity to individual treatment. Mothers identified their low dose of treatment and lack of father involvement as impediments to improvement, raising concerns about intervention sustainability.

Shortening self-report mental health symptom measures through optimal test assembly methods: Development and validation of the Patient Health Questionnaire-Depression-4.

BACKGROUND: The objective of this study was to develop and validate a short form of the Patient Health Questionnaire-9 (PHQ-9), a self-report questionnaire for assessing depressive symptomatology, using objective criteria. METHODS: Responses on the PHQ-9 were obtained from 7,850 English-speaking participants enrolled in 20 primary diagnostic test accuracy studies. PHQ unidimensionality was verified using confirmatory factor analysis, and an item response theory model was fit. Optimal test assembly (OTA) methods identified a maximally precise short form for each possible length between one and eight items, including and excluding the ninth item. The final short form was selected based on prespecified validity, reliability, and diagnostic accuracy criteria. RESULTS: A four-item short form of the PHQ (PHQ-Dep-4) was selected. The PHQ-Dep-4 had a Cronbach's alpha of 0.805. Sensitivity and specificity of the PHQ-Dep-4 were 0.788 and 0.837, respectively, and were statistically equivalent to the PHQ-9 (sensitivity = 0.761, specificity = 0.866). The correlation of total scores with the full PHQ-9 was high (r = 0.919). CONCLUSION: The PHQ-Dep-4 is a valid short form with minimal loss of information of scores when compared to the full-length PHQ-9. Although OTA methods have been used to shorten patient-reported outcome measures based on objective, prespecified criteria, further studies are required to validate this general procedure for broader use in health research. Furthermore, due to unexamined heterogeneity, there is a need to replicate the results of this study in different patient populations.

Probability of major depression diagnostic classification using semi-structured versus fully structured diagnostic interviews.

BACKGROUND: Different diagnostic interviews are used as reference standards for major depression classification in research. Semi-structured interviews involve clinical judgement, whereas fully structured interviews are completely scripted. The Mini International Neuropsychiatric Interview (MINI), a brief fully structured interview, is also sometimes used. It is not known whether interview method is associated with probability of major depression classification.AimsTo evaluate the association between interview method and odds of major depression classification, controlling for depressive symptom scores and participant characteristics. METHOD: Data collected for an individual participant data meta-analysis of Patient Health Questionnaire-9 (PHQ-9) diagnostic accuracy were analysed and binomial generalised linear mixed models were fit. RESULTS: A total of 17 158 participants (2287 with major depression) from 57 primary studies were analysed. Among fully structured interviews, odds of major depression were higher for the MINI compared with the Composite International Diagnostic Interview (CIDI) (odds ratio (OR) = 2.10; 95% CI = 1.15-3.87). Compared with semi-structured interviews, fully structured interviews (MINI excluded) were non-significantly more likely to classify participants with low-level depressive symptoms (PHQ-9 scores ≤6) as having major depression (OR = 3.13; 95% CI = 0.98-10.00), similarly likely for moderate-level symptoms (PHQ-9 scores 7-15) (OR = 0.96; 95% CI = 0.56-1.66) and significantly less likely for high-level symptoms (PHQ-9 scores ≥16) (OR = 0.50; 95% CI = 0.26-0.97). CONCLUSIONS: The MINI may identify more people as depressed than the CIDI, and semi-structured and fully structured interviews may not be interchangeable methods, but these results should be replicated.Declaration of interestDrs Jetté and Patten declare that they received a grant, outside the submitted work, from the Hotchkiss Brain Institute, which was jointly funded by the Institute and Pfizer. Pfizer was the original sponsor of the development of the PHQ-9, which is now in the public domain. Dr Chan is a steering committee member or consultant of Astra Zeneca, Bayer, Lilly, MSD and Pfizer. She has received sponsorships and honorarium for giving lectures and providing consultancy and her affiliated institution has received research grants from these companies. Dr Hegerl declares that within the past 3 years, he was an advisory board member for Lundbeck, Servier and Otsuka Pharma; a consultant for Bayer Pharma; and a speaker for Medice Arzneimittel, Novartis, and Roche Pharma, all outside the submitted work. Dr Inagaki declares that he has received grants from Novartis Pharma, lecture fees from Pfizer, Mochida, Shionogi, Sumitomo Dainippon Pharma, Daiichi-Sankyo, Meiji Seika and Takeda, and royalties from Nippon Hyoron Sha, Nanzando, Seiwa Shoten, Igaku-shoin and Technomics, all outside of the submitted work. Dr Yamada reports personal fees from Meiji Seika Pharma Co., Ltd., MSD K.K., Asahi Kasei Pharma Corporation, Seishin Shobo, Seiwa Shoten Co., Ltd., Igaku-shoin Ltd., Chugai Igakusha and Sentan Igakusha, all outside the submitted work. All other authors declare no competing interests. No funder had any role in the design and conduct of the study; collection, management, analysis and interpretation of the data; preparation, review or approval of the manuscript; and decision to submit the manuscript for publication.

Motivation deficits and use of alcohol and illicit drugs among individuals with schizophrenia.

This study examined the impact of substance use on intrinsic motivation and evaluated the association between intrinsic motivation and substance use recovery among individuals with schizophrenia. Alcohol and illicit drug use and intrinsic motivation were evaluated at baseline and 6-months for 1434 individuals with schizophrenia from the Clinical Antipsychotic Trials of Intervention Effectiveness (CATIE) using self-rated substance use assessments and a derived motivation measure from the Heinrichs-Carpenter Quality of Life Scale. Results revealed patients had moderate motivation deficits overall and a considerable number were using alcohol or illicit drugs at baseline (n=576; 40.2%). Regression models at baseline showed patients with low levels of motivation had higher odds of substance use and those who were using substances had greater motivation deficits. At 6-months, substance using patients continued to demonstrate greater motivation deficits; however, those with high levels of motivation exhibited a greater reduction in their use of substances. Findings remained significant after adjusting for clinical confounds and were consistent across any substance, alcohol, and cannabis use. Our results emphasize concerns about substance use compounding motivation deficits in schizophrenia, and suggest that disentangling the motivation-substance use relationship in schizophrenia may facilitate efforts aimed at ameliorating these challenges and improving outcomes.

The impact of system level factors on treatment timeliness: utilizing the Toyota Production System to implement direct intake scheduling in a semi-rural community mental health clinic.

This study examined the effect of using the Toyota Production System (TPS) to change intake procedures on treatment timeliness within a semi-rural community mental health clinic. One hundred randomly selected cases opened the year before the change and 100 randomly selected cases opened the year after the change were reviewed. An analysis of covariance demonstrated that changing intake procedures significantly decreased the number of days consumers waited for appointments (F(1,160) = 4.9; p = .03) from an average of 11 to 8 days. The pattern of difference on treatment timeliness was significantly different between adult and child programs (F(1,160) = 4.2; p = .04), with children waiting an average of 4 days longer than adults for appointments. Findings suggest that small system level changes may elicit important changes and that TPS offers a valuable model to improve processes within community mental health settings. Results also indicate that different factors drive adult and children's treatment timeliness.

Assessing social-cognitive deficits in schizophrenia with the Mayer-Salovey-Caruso Emotional Intelligence Test.

The emotion management subscale of the Mayer-Salovey-Caruso Emotional Intelligence Test (MSCEIT) has recently been recommended by the National Institute of Mental Health Measurement and Treatment Research to Improve Cognition in Schizophrenia committee as the sole measure of social cognition for trials of cognitive enhancement in schizophrenia, yet the psychometric properties of this subscale and the larger instrument in schizophrenia patients have not been thoroughly examined. This research presents a psychometric investigation of the MSCEIT in a sample of 64 early course outpatients with schizophrenia, schizoaffective, or schizophreniform disorder. Results demonstrated that the MSCEIT possesses adequate internal consistency reliability among its branch and total scales and that patients' branch and overall test performance was significantly below normative levels. Estimates of discriminant and concurrent validity indicated that the MSCEIT diverged from measures of neurocognitive functioning and psychopathology, but was only modestly related with objective measures of functional outcome. Convergent validity estimates suggested that, contrary to expectations, the MSCEIT did not correlate with a behavioral measure of social cognition. Finally, exploratory factor analyses suggested the possibility of a shift in the latent structure of emotional intelligence in schizophrenia, compared with studies with healthy individuals. These findings support the use of the MSCEIT as a reliable and potentially valid method of assessing the emotional components of social cognition in schizophrenia, but also point to a need for additional measurement development efforts to assess broader social-cognitive domains that may exhibit stronger relations with functional outcome. Further investigation is warranted to examine the instrument's latent factor structure and convergence with other measures of social cognition.

Evidence of factorial variance of the Mayer-Salovey-Caruso Emotional Intelligence Test across schizophrenia and normative samples.

The Mayer-Salovey-Caruso Emotional Intelligence Test (MSCEIT) is a key measure of social cognition recommended by the MATRICS committee. While the psychometric properties of the MSCEIT appear strong, previous evidence suggested its factor structure may have shifted when applied to schizophrenia patients, posing important implications for cross-group comparisons. Using multi-group confirmatory factor analysis, we explicitly tested the factorial invariance of the MSCEIT across schizophrenia (n=64) and two normative samples (n=2099 and 451). Results indicated that the factor structure of the MSCEIT was significantly different between the schizophrenia and normative samples. Implications for future research are discussed.

Case managers' perspectives on what they need to do their job.

OBJECTIVE: The purpose of this brief report is to identify the perceived training needs of case managers working on community support teams in a community mental health center serving a semi-rural/suburban area. METHODS: Semi-structured interviews were conducted with 18 case managers and 3 supervisors to inquire about areas of training need in case management. Interviews were coded and analyzed for common themes regarding training needs and methods of training improvement. RESULTS: Identified training needs called for a hands-on, back-to-basics approach that included education on the symptoms of severe mental illness, co-morbid substance use problems, and methods of engaging consumers. A mentoring model was proposed as a potential vehicle for disseminating knowledge in these domains. CONCLUSIONS: Case managers identify significant training needs that would address their basic understanding of severe mental illness. Programs targeting these needs may result in improved outcomes for case managers and the individuals with psychiatric disabilities they serve.

Screening for anxiety and depression in community mental health: the beck anxiety and depression inventories.

Accurate diagnosis is key to providing quality services in community mental health. This research examined the ability of the Beck Anxiety and Depression Inventories to identify anxiety and depression in community settings. The diagnostic accuracy of these instruments was compared with the Structured Clinical Interview for DSM-IV in a sample of 288 distressed women seeking treatment for their children. Operating characteristic curves indicated the Beck Anxiety and Depression Inventories hold utility as screens for panic and major depressive disorder, respectively. Deploying these instruments as initial screens in a tiered diagnostic system may improve diagnostic accuracy in community settings.

The relationship between maternal and child symptom change in community mental health.

The mental health of mothers and children are closely linked. This study examined the relationship between child and maternal symptom change during a period in which children participated in community mental health treatment. Symptom change was measured using the Child Behavior Checklist for children and the Beck Depression Inventory for Mothers. Results indicate that mothers whose children improve in community mental health treatment are significantly more likely to report a reduction in maternal depressive symptoms than mothers whose children do not improve. Implications of these findings for mental health service settings are discussed.

The factor structure of the barriers to treatment participation scale (BTPS): implications for future barriers scale development.

Untreated mental disorder is a major problem, and barriers to care are not well understood. Four hundred and sixty-two mothers bringing children to community mental health centers reported barriers on the BTPS. Exploratory factor analysis (EFA) was performed on the first split-half sample to identify factor structure. Confirmatory factor analysis (CFA) was performed on the remaining half sample using structural equation modeling. EFA revealed two factors measuring "treatment expectations" and "external demands." CFA revealed good model fit for this two-factor solution. This analysis contributes to ongoing empirical validation of barriers measures in community settings, emphasizing the development of a short, community applicable measure.

The need to adapt standardized outcomes measures for community mental health.

In order to determine whether evidence-based practices are effective in community settings, the use of measurement tools that accurately capture symptoms and functioning in the community context is imperative. Without accurate measurement, researchers face the troubling possibility that tests of effective treatments may not attain positive results because of measurement error. The authors have experienced apparently serious problems with measurement validity in community mental health practice settings in which we are conducting diffusion research. Features of survey design that strengthen measurement in the university setting (where survey instruments are designed and treatments are usually tested) appear to work against us in community settings. Problems are compounded when it is necessary to measure across several domains, and thus, to employ multiple questionnaires. Here, we discuss the problems we have experienced with three common survey design strategies: (1) the use of multiple, similar items; (2) the use of reverse-coded items; and (3) the use of graded response-items. These strategies result in measures whose length and cognitive complexity may compromise their validity in community settings. Race is an especially important issue in diffusion research, as we lack even basic information concerning efficacy and effectiveness for some important evidence-based treatments. Invalid measures could seriously delay transfer and development of appropriate treatments. Careful psychometric work is badly needed, but such work is time intensive and costly. In the meantime, we encourage researchers to consider the modifications suggested here.

Why lower income mothers do not engage with the formal mental health care system: perceived barriers to care.

Lower income mothers who bring their children for mental health services also have high rates of depression and anxiety, yet few seek help. Maternal and child mental health are intimately intertwined; thus, the distress of both is likely to continue if the mother's needs are unaddressed. Because mothers overcome numerous instrumental challenges to help their children, the authors identify potential perceptual barriers to mothers' help seeking. An ethnographic analysis of in-depth qualitative interviews with 127 distressed mothers suggests several critical perceptual factors. For example, mothers attributed their distress to external causes (e.g., poverty, negative life stressors), which they believed individually focused mental health services could not affect. Interviewees also anticipated negative ramifications for seeking care, including being labeled unfit mothers, and thus potentially losing custody of their children. The authors discuss the implications of these and other key themes for engaging lower income mothers and their children.

Effect of maternal mental health problems on child treatment response in community-based services.

OBJECTIVE: Many mothers bringing children for community mental health treatment need mental health services themselves. Moreover, children of mothers with mental health problems enter treatment with more severe symptomatology than do other children. However, little is known about how maternal mental health problems affect children's response to treatment. This study examined the impact of maternal mental health status on the child's treatment response. METHODS: The mental health of 272 mother-child pairs was assessed twice, when children entered treatment at three community mental health clinics and again three months later. Analysis of variance was used to examine the impact of maternal mental health status on children's rate of improvement. RESULTS: Children of mothers with mental health problems had significantly greater behavior problems (F=34.54, p<.001) and demonstrated less improvement over time (F=4.44, p=.04) than children of mentally healthy mothers. CONCLUSION: These findings suggest that treatment for mothers as well as children could be beneficial for this population.

Impact of maternal mental health status on child mental health treatment outcome.

This study examined the effect of maternal depression and anxiety on child treatment outcome. Psychiatric assessments were conducted on 180 mother-child pairs when the child entered treatment in a community mental health center and six months later. Children whose mothers were depressed or anxious were significantly more impaired than children of mentally healthy mothers at both time points. Both groups of children improved at approximately the same rate. The findings suggest that early mental health screening of children and their mothers may be important preventive practices. Addressing the mental health needs of mothers and children simultaneously may be an effective method of reducing their mental health problems.