BEST SUBSET SELECTION FOR CATEGORICAL DATA

When choosing among models to describe categorical data, the necessity to consider interactions makes selection more difficult. With just four variables, considering all interactions, there are 166 different hierarchical models and many more non-hierarchical models. Two procedures have been developed for categorical data which will produce the "best" subset or subsets of each model size where size refers to the number of effects in the model. Both procedures are patterned after the Leaps and Bounds approach used by Furnival and Wilson for continuous data and do not generally require fitting all models. For hierarchical models, likelihood ratio statistics (G('2)) are computed using iterative proportional fitting and "best" is determined by comparing, among models with the same number of effects, the Pr((chi)(,k)('2) (GREATERTHEQ) G(,ij)('2)) where k is the degrees of freedom for ith model of size j. To fit non-hierarchical as well as hierarchical models, a weighted least squares procedure has been developed.^ The procedures are applied to published occupational data relating to the occurrence of byssinosis. These results are compared to previously published analyses of the same data. Also, the procedures are applied to published data on symptoms in psychiatric patients and again compared to previously published analyses.^ These procedures will make categorical data analysis more accessible to researchers who are not statisticians. The procedures should also encourage more complex exploratory analyses of epidemiologic data and contribute to the development of new hypotheses for study. ^

AN ASSESSMENT OF THE CURRENT STATUS OF MENTAL ILLNESS IN BENDEL STATE OF NIGERIA: IMPLICATIONS FOR PUBLIC MENTAL HEALTH POLICY AND EDUCATION

This descriptive study assesses the current status of mental illness in Bendel State of Nigeria to determine its implications for mental health policy and education. It is a study of the demographic characteristics of psychiatric patients in the only two modern western psychiatric facilities in Bendel State, the various treatment modalities utilized for mental illness, and the people's choice of therapeutic measures for mental illness in Bendel State.^ This study investigated ten aspects of mental illness in Bendel State (1) An increase of the prevalence of mental illness (psychiatric disorder) in Bendel State. (2) Unaided, unguided, and uncared for mentally ill people roaming about Bendel State. (3) Pluralistic Treatment Modalities for mentally ill patients in Bendel State. (4) Traditional Healers treating more mentally ill patients than the modern western psychiatric hospitals. (5) Inadequate modern western psychiatric facilities in Bendel State. (6) Controversy between Traditional Health and modern western trained doctors over the issue of possible cooperation between traditional and modern western medicine. (7) Evidence of mental illness in all ethnic groups in Bendel State. (8) More scientifically based and better organized modern western psychiatric hospitals than the traditional healing centers. (9) Traditional healers' level of approach with patients, and accessibility to patients' families compared with the modern western trained doctors. (10) An urgent need for an official action to institute a comprehensive mental health policy that will provide an optimum care for the mentally ill in Bendel State, and in Nigeria in general.^ Of the eight popular treatment modalities generally used in Bendel State for mental illness, 54% of the non-patient population sampled preferred the use of traditional healing, 26.5% preferred the use of modern western treatment, and 19.5% preferred religious healers.^ The investigator concluded at this time not to recommend the integration of Traditional Healing and modern western medicine in Nigeria. Rather, improvement of the existing modern western psychiatric facilities and a proposal to establish facilities to enable traditional healing and modern western medicine to exist side by side were highly recommended. ^

Effect of conditional release from hospitalization on mortality risk

Objectives: This study considered the protective value provided by conditional release. It assessed the contribution of conditional release to mortality risk among patients with mental disorders severe enough to require psychiatric hospitalization during a mental health treatment span of 13.5 years in Victoria, Australia. Methods: Death records were obtained from the Australian National Death Index for a sample of 24,973 Victorian Psychiatric Case Register patients with a history of psychiatric hospitalizations: 8,879 had experienced at least one conditional release during community care intervals and 16,094 had not. Risk of death was assessed with standardized mortality ratios of the general population of Victoria. Relative risk of death among patients with and without past experience of conditional release was computed with risk and odds ratios. The contribution of conditional release to mortality, taking into account use of community care services, age, gender, inpatient experience, and diagnosis, as well as other controls, was assessed with logistic regression. Results: Patients who had been hospitalized showed higher mortality risk than the general population. Sixteen percent ( 4,034) died. Patients exposed to conditional release, however, had a 14 percent reduction in probability of noninjury-related death and a 24 percent reduction per day on orders in the probability of death from injury compared with those not offered such oversight throughout their mental health treatment, all other factors taken into account. Conclusions: Conditional release can offer protective oversight for those considered dangerous to self or others and appears to reduce mortality risk among those with disorders severe enough to require psychiatric hospitalization.

Smoking and schizophrenia: is symptom profile related to smoking and which antipsychotic medication is of benefit in reducing cigarette use?

Smoking rate is disproportionately high among patients with schizophrenia, resulting in significant morbidity and mortality. However, cigarette smoking has been reported to have beneficial effects on negative symptoms, extrapyramidal symptoms, cognitive functioning and mood symptoms. Therefore, smoking cessation may worsen disability in schizophrenia. The association between smoking and these key clinical parameters was examined. Additionally, severity of smoking across four different antipsychotic treatment groups was explored. One hundred and forty-six patients with schizophrenia were assessed for smoking using expired carbon monoxide and smoking history. They were administered the Positive and Negative Symptom Scale, The Extrapyramidal Symptom Rating Scale, the Barnes Akathisia Rating Scale, Reitans Trail-making Test (A and B) and General Health Questionnaire-28. There was no difference in the chlorpromazine equivalent dose of any of the medications studied. Atypical agents were associated with significantly lower levels of smoking when compared with typical medications. There was no difference in smoking severity between the individual atypical medications examined. Similarly, there were no significant differences between smoking and non-smoking groups with regard to Positive and Negative Symptom Scale, Extrapyramidal Symptom Rating Scale, Trail-making Test and General Health Questionnaire-28. However, there was a significant difference between these groups with the smoking group demonstrating less akathisia. Smoking is not associated with positive, negative cognitive and mood symptoms in schizophrenia. Smoking is associated with lower levels of antipsychotic induced akathisia. Clinicians should not be discouraged from helping patients stop smoking for fear of worsening symptoms. However, akathisia may emerge upon cessation of smoking. Switching patients from typical to atypical antipsychotics may assist patients with schizophrenia to give up smoking.

Sjuksköterskans upplevelse av humorns betydelse i psykiatrisk omvårdnad - En intervjustudie

Bakgrund: Sjuksköterskan förväntas arbeta med patientens bästa i fokus och hon möter många allvarliga situationer där själva existensen står på spel och där sjuksköterskan behöver härbärgera starka känslor hos patienter och deras närstående, men också upprätthålla sin egen integritet och känslomässiga balans. Humor har visats vara ett kraftfullt men tveeggat verktyg i kommunikation och relationsbyggande. Inom psykiatrin kan detta verktyg förmodas behöva hanteras med särskilt kunskap och omsorg. Syfte: Att beskriva hur sjuksköterskan i psykiatrisk omvårdnad ser på humor som företeelse och hennes upplevelse av positiva respektive negativa effekter av att använda humor. Metod: Undersökningen utfördes med en kvalitativ innehållsanalys av halvstrukturerade intervjuer med fem sjuksköterskor verksamma inom psykiatrisk omvårdnad. Resultat: Humor sågs som ett viktigt verktyg inom psykiatrisk omvårdnad som det krävdes lyhördhet, respekt, fingertoppskänsla och timing för att kunna använda. Den huvudsakliga strategin för att använda humor var öppenhet för spontant humor i mötet men det gavs även exempel på medvetna interventioner. Humor öppnade möjligheter att få se verkligheten från nya perspektiv vilket var verksamt för att förändra negativa tankar samt lätta på ångest och negativa känslor. Humor underlättade kommunikation och kunde användas för att jämna ut maktbalanser. Det fanns risk för negativa effekter om humor användes för att trycka ner andra eller som verklighetsflykt. Psykiatriska patienter uppfattades som mer sårbara och medvetenhet om hur svåra psykiska sjukdomar påverkar förmågan att uppfatta och uppskatta humor var viktig även om ett allmänt bra bemötande ansågs vara grundläggande. Slutsats: Positiva former av humor som används på ett respektfullt och inkännande sätt kan vara är ett viktigt verktyg i omvårdnaden för att möjliggöra nya perspektiv på tillvaron, ge lättnad i ångest, minska negativa känslor och tankar samt höja livskvaliteten för både patienter och personal i en verksamhet med mycket allvar.

Rates of childhood trauma in a sample of patients with schizophrenia as compared with a sample of patients with non-psychotic psychiatric diagnoses

Despite strong evidence of high rates of childhood and adult trauma in schizophrenia, the area remains under-researched. Our objectives in the study were first, to examine the rates of exposure to childhood, adult and lifetime (child plus adult) trauma in a population with schizophrenia and a population with non-psychotic psychiatric diagnoses and second, to examine the effect of trauma on the symptoms of schizophrenia. Two groups, those with schizophrenia (n = 40), and those with a non-psychotic diagnosis (n = 30), were recruited. Data were collected for demographic, psychiatric and trauma histories for all participants and on psychosocial functioning and psychiatric symptomatology for the patients with schizophrenia. Childhood exposure to trauma was significantly more common in the schizophrenia group (t = 5.196, df = 68, p <0.001, Eta squared = 0.28), with the strongest relationship being childhood physical assault. In the schizophrenia group a history of trauma was significantly related to poor communication skills (r = -0.529, p <0.001) and depressive symptoms (r = 0.443, p = 0.004). Evidence that childhood exposure to trauma is more common in a population with schizophrenia is consistent with other studies and raises the possibility that such trauma is of etiological importance. Further research is required to replicate those findings, to elucidate possible pathways by which the experience of trauma may contribute to the development of schizophrenia, and to explore the relationship between a history of childhood trauma and the experience of depressive symptoms in schizophrenia.

Psychiatric and neurological symptoms in schizophrenia and substance use disorder patients treated for 12-weeks with quetiapine

Contexte Autant dans une population schizophrène que non schizophrène, l‘abus de substance a pour conséquence la manifestation de symptômes psychiatriques et neurologiques. Dans les présentes études cas-témoins, nous avons examiné les différences initiales ainsi que les changements suite au traitement de 12 semaines à la quetiapine au niveau de la sévérité de la toxicomanie et des symptômes psychiatriques et neurologiques chez 3 groupes distincts. Ces 3 groupes sont: des patients schizophrènes avec une toxicomanie (double diagnostic: DD), des patients schizophrènes sans toxicomanie concomittante (SCZ) et finalement, des toxicomanes non schizophrènes (SUD). Parallèlement, afin de nous aider à interpréter nos résultats, nous avons mené deux revues systématiques: la première regardait l‘effet d‘antipsychotiques dans le traitement de troubles d‘abus/dépendance chez des personnes atteintes ou non de psychoses, la deuxième comparait l‘efficacité de la quetiapine et sa relation dose-réponse parmi différents désordres psychiatriques. Méthodes Pour nos études cas-témoins, l‘ensemble des symptômes psychiatriques et neurologiques ont été évalués via l‘Échelle du syndrome positif et négatif (PANSS), l‘Échelle de dépression de Calgary, l‘Échelle des symptômes extrapyramidaux (ESRS) ainsi qu‘avec l‘Échelle d‘akathisie de Barnes. Résultats À la suite du traitement de 12 semaines avec la quetiapine, les groupes SCZ et DD recevaient des doses de quetiapine significativement plus élevées (moyenne = 554 et 478 mg par jour, respectivement) par rapport au groupe SUD (moyenne = 150 mg par jour). Aussi, nous avons observé chez ces mêmes patients SUD une plus importante baisse du montant d‘argent dépensé par semaine en alcool et autres drogues, ainsi qu‘une nette amélioration de la sévérité de la toxicomanie comparativement aux patients DD. Par conséquent, à la fin de l‘essai de 12 semaines, il n‘y avait pas de différence significative dans l‘argent dépensé en alcool et drogues entre les deux groupes de toxicomanes iv or, les patients DD présentait, comme au point de départ, un score de toxicomanie plus sévère que les SUD. Étonnamment, aux points initial et final de l‘étude, le groupe DD souffrait de plus de symptômes parkinsoniens et de dépression que le groupe SCZ. Par ailleurs, nous avons trouvé qu‘initiallement, les patients SUD présentaient significativement plus d‘akathisie, mais qu‘en cours de traitement, cette akathisie reliée à l‘abus/dépendance de cannabis s‘est nettement améliorée en comparaison aux patients SCZ. Enfin, les patients SUD ont bénéficié d‘une plus grande diminution de leurs symptômes positifs que les 2 groupes atteints de schizophrénie. Conclusions Bref, l‘ensemble de nos résultats fait montre d‘une vulnérabilité accentuée par les effets négatifs de l‘alcool et autres drogues dans une population de patients schizophrènes. Également, ces résultats suggèrent que l‘abus de substance en combinaison avec les états de manque miment certains symptômes retrouvés en schizophrénie. De futures études seront nécessaires afin de déterminer le rôle spécifique qu‘a joué la quetiapine dans ces améliorations.

The accuracy of HADS and GHQ-12 in detecting psychiatric morbidity in breast cancer patients

Objective: Psychological problems should be identified in breast cancer patients proactively if doctors and nurses are to help them cope with the challenges imposed by their illness. Screening is one possible way to identify emotional problems proactively. Self-report questionnaires can be useful alternatives to carrying out psychiatric interviews during screening, because interviewing a large number of patients can be impractical due to limited resources. Two such measures are the Hospital Anxiety and Depression Scale (HADS) and the General Health Questionnaire-12 (GHQ-12). Method: The present study aimed to compare the performance of the GHQ-12, and the HADS Unitary Scale and its subscales to that of the Schedule for Affective Disorders and Schizophrenia (SADS) in identifying patients with affective disorders, including DSM major depression and generalized anxiety disorder. The sample consisted of 296 female breast cancer patients who underwent surgery for breast cancer a year previously. Results: A small number of patients (11%) were identified as having DSM major depression or generalized anxiety disorder based on SADS score. The findings indicate that the optimal thresholds in detecting generalized anxiety disorder and DSM major depression with the HADS anxiety and depression subscales were ≥ 8 and ≥ 7, with 93.3% and 77.3% sensitivity, respectively, and 77.9% and 87.1% specificity, respectively. They also had a 21% and 36% positive predictive value, respectively. Using the HADS Unitary Scale the optimal threshold for detecting affective disorders was ≥ 12, with 88.9% sensitivity, 80.7% specificity, and a 35% positive predictive value. In detecting affective disorders, the optimal threshold on the GHQ-12 was ≥ 2, with 77.8% sensitivity and 70.2% specificity. This scale also had a 24% positive predictive value. In detecting generalized anxiety disorder and DSM major depression, the optimal thresholds on the GHQ-12 were ≥ 2 and ≥ 4 with 73.3% and 77.3% sensitivity, respectively, and 67.5% and 82% specificity, respectively. The scale also had 12% and 29% positive predictive values, respectively. Conclusion: The HADS Unitary Scale and its subscales were effective in identifying affective disorders. They can be used as screening measures in breast cancer patients. The GHQ-12 was less accurate in detecting affective disorders than the HADS, but it can also be used as a screening instrument to detect affective disorders, generalized anxiety disorder, and DSM major depression.

Psychiatric comorbidity in refractory focal epilepsy: A study of 490 patients

We studied the prevalence and associated factors of psychiatric comorbidities in 490 patients with refractory focal epilepsy. Of these, 198 (40.4%) patients had psychiatric comorbidity. An Axis I diagnosis was made in 154 patients (31.4%) and an Axis II diagnosis (personality disorder) in another 44 (8.97%) patients. After logistic regression, positive family history of psychiatric comorbidities (O.R.=1.98; 95% CI=1.10-3.58; p=0.023), the presence of Axis II psychiatric comorbidities (O.R.=3.25; 95% CI=1.70-6.22; p<0.0001), and the epileptogenic zone located in mesial temporal lobe structures (O.R.=1.94; 95% CI=1.25-3.03; p=0.003) remained associated with Axis I psychiatric comorbidities. We concluded that a combination of clinical variables and selected structural abnormalities of the central nervous system contributes to the development of psychiatric comorbidities in patients with focal epilepsy. (C) 2012 Published by Elsevier Inc.

[Psychiatric assessment of alcoholic patients on a waiting list for liver transplantation : Which prognostic criteria are empirically proven?]

Liver disorders are the most frequent somatic complications of alcoholism. As 10‑20% of alcoholic patients will develop liver cirrhosis, this is the most frequent reason for premature death in alcoholic patients. Liver transplantation is now an accepted therapy for alcoholic liver cirrhosis but psychiatric assessment is usually required for patients entering a waiting list for transplantation. Prognostic criteria are controversially discussed, especially the so-called 6-month rule. Numerous studies and recent meta-analyses have indicated that duration of alcoholism, family history, age, sex, comorbid substance use and psychiatric disorders, noncompliance and social instability are outcome predictors. The 6-month criterion is not well proven but some studies are indicative. Possible therapeutic interventions for alcoholic patients on a waiting list are discussed.