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Full-Text Articles in Medicine and Health Sciences

The Impact Of Foster Care On Depression: An Examination Of Placement Type And Mental Health Service Utilization Among Children And Adolescents, Kisha Cummings Feb 2016

The Impact Of Foster Care On Depression: An Examination Of Placement Type And Mental Health Service Utilization Among Children And Adolescents, Kisha Cummings

Dissertations, Theses, and Capstone Projects

Background: Children and adolescents in foster care with a history of complex trauma such as neglect, emotional, physical, and sexual abuse have a greater odds of being clinically diagnosed with depression in adulthood compared to children and adolescents without such a history. The current study examines the prevalence of depression in a national sample of children and adolescents aged 7 to 17 years. This study asks whether a) foster care is associated with a greater prevalence of depression among children and adolescents in foster care compared to children and adolescents not in foster care; b) there is an association between …


Let Fall: Hysteria And The Psychoanalytic Act, Matthew W. Oyer Feb 2016

Let Fall: Hysteria And The Psychoanalytic Act, Matthew W. Oyer

Dissertations, Theses, and Capstone Projects

This text proposes to examine the contemporary crisis of psychoanalysis by taking seriously feminist critiques of the theory’s phallocentrism, but arguing that the phallus cannot be metaphorically or metonymically replaced by any substitutive term, as most revisionist theories of psychoanalysis have sought to do. Castration is the central psychoanalytic concept, though the theory always seeks to cover it over. In order to develop a psychoanalysis that can confront this castration that is always repressed and yet, in its persistent return, continuously disrupts the continuity of psychoanalytic theory, a detour is proposed, returning to the origins of psychoanalysis and taking hysteria …


Multilevel Analysis Of Individual, Neighborhood, And Health Care Facility Characteristics Associated With Achievement And Maintenance Of Hiv Viral Suppression Among Persons Newly Diagnosed With Hiv In New York City, Ellen W. Wiewel Feb 2016

Multilevel Analysis Of Individual, Neighborhood, And Health Care Facility Characteristics Associated With Achievement And Maintenance Of Hiv Viral Suppression Among Persons Newly Diagnosed With Hiv In New York City, Ellen W. Wiewel

Dissertations, Theses, and Capstone Projects

Objective

To investigate the effect of individual, health care facility, and neighborhood characteristics on achievement and maintenance of HIV viral suppression, among New York City residents aged 13 years and older diagnosed with HIV between 2006 and 2012.

Methods

I used individual-level data from the New York City HIV surveillance registry and Case Surveillance-Based Sampling, facility-level data from the surveillance registry, and neighborhood-level data from the U.S. Census and American Community Survey. The outcomes of interest were first viral suppression after diagnosis (Aims 1 and 3; ≤400 copies/mL) and virologic failure after first suppression among persons who achieved suppression (Aim …


Role Of Pharmacogenetics In Improving The Safety Of Psychiatric Care By Predicting The Potential Risks Of Mania In Cyp2d6 Poor Metabolizers Diagnosed With Bipolar Disorder., Santiago Sánchez-Iglesias, Virginia García-Solaesa, Belén García-Berrocal, Almudena Sanchez-Martín, Carolina Lorenzo-Romo, Tomás Martín-Pinto, Andrea Gaedigk, José Manuel González-Buitrago, María Isidoro-García Feb 2016

Role Of Pharmacogenetics In Improving The Safety Of Psychiatric Care By Predicting The Potential Risks Of Mania In Cyp2d6 Poor Metabolizers Diagnosed With Bipolar Disorder., Santiago Sánchez-Iglesias, Virginia García-Solaesa, Belén García-Berrocal, Almudena Sanchez-Martín, Carolina Lorenzo-Romo, Tomás Martín-Pinto, Andrea Gaedigk, José Manuel González-Buitrago, María Isidoro-García

Manuscripts, Articles, Book Chapters and Other Papers

One of the main concerns in psychiatric care is safety related to drug management. Pharmacogenetics provides an important tool to assess causes that may have contributed the adverse events during psychiatric therapy. This study illustrates the potential of pharmacogenetics to identify those patients for which pharmacogenetic-guided therapy could be appropriate. It aimed to investigate CYP2D6 genotype in our psychiatric population to assess the value of introducing pharmacogenetics as a primary improvement for predicting side effects.A broad series of 224 psychiatric patients comprising psychotic disorders, depressive disturbances, bipolar disorders, and anxiety disorders was included. The patients were genotyped with the AmpliChip …


Which Individual Therapist Behaviors Elicit Client Change Talk And Sustain Talk In Motivational Interviewing?, Timothy R. Apodaca, Kristina M. Jackson, Brian Borsari, Molly Magill, Richard Longabaugh, Nadine R. Mastroleo, Nancy P. Barnett Feb 2016

Which Individual Therapist Behaviors Elicit Client Change Talk And Sustain Talk In Motivational Interviewing?, Timothy R. Apodaca, Kristina M. Jackson, Brian Borsari, Molly Magill, Richard Longabaugh, Nadine R. Mastroleo, Nancy P. Barnett

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVE: To identify individual therapist behaviors which elicit client change talk or sustain talk in motivational interviewing sessions.

METHOD: Motivational interviewing sessions from a single-session alcohol intervention delivered to college students were audio-taped, transcribed, and coded using the Motivational Interviewing Skill Code (MISC), a therapy process coding system. Participants included 92 college students and eight therapists who provided their treatment. The MISC was used to code 17 therapist behaviors related to the use of motivational interviewing, and client language reflecting movement toward behavior change (change talk), away from behavior change (sustain talk), or unrelated to the target behavior (follow/neutral).

RESULTS: …


The Specificity Of Mental Pain In Borderline Personality Disorder Compared To Depressive Disorders And Healthy Controls, Eric A. Fertuck, Esen Karan, Barbara Stanley Feb 2016

The Specificity Of Mental Pain In Borderline Personality Disorder Compared To Depressive Disorders And Healthy Controls, Eric A. Fertuck, Esen Karan, Barbara Stanley

Publications and Research

Background: Individuals with Borderline Personality Disorder (BPD) may experience a qualitatively distinct depression which includes “mental pain.” Mental pain includes chronic, aversive emotions, negative self-concept, and a sense of pervasive helplessness. The present study investigated whether mental pain is elevated in BPD compared to Depressive Disorders (DD) without BPD.

Methods: The Orbach and Mikulincer Mental Pain Scale (OMMP) was administered to BPD (N = 57), DD (N = 22), and healthy controls (N = 31). The OMMP assesses total mental pain, comprised of nine subtypes: irreversibility, loss of control, narcissistic wounds, emotional flooding, freezing, self-estrangement, confusion, social distancing, and emptiness. …


A Nursing Approach To Self-Management Education For Individuals With Mental Illness And Diabetes, Edna Fuentes-Casiano, Martha Sajatovic Feb 2016

A Nursing Approach To Self-Management Education For Individuals With Mental Illness And Diabetes, Edna Fuentes-Casiano, Martha Sajatovic

Faculty Scholarship

Patients with serious mental illness (SMI) and diabetes often seek care in primary care settings and have worse health outcomes than patients who have either illness alone. Individual, provider, and system-level barriers present challenges to addressing both psychiatric and medical comorbidities. This article describes the feasibility, acceptability, and implementation of Targeted Training and Illness Management (TTIM), a self-management intervention delivered by trained nurse educators and peer educators to groups of individuals with SMI and diabetes to improve self-management of both diseases. TTIM is intended to be delivered in a primary care setting. Findings are intended to support the future development …


A Test Of Symmetry Based On The Kernel Kullback-Leibler Information With Application To Base Deficit Data, Hani M. Samawi, Robert L. Vogel Jan 2016

A Test Of Symmetry Based On The Kernel Kullback-Leibler Information With Application To Base Deficit Data, Hani M. Samawi, Robert L. Vogel

Biostatistics: Faculty Publications

The assumption of the symmetry of the underlying distribution is important to many statistical inference and modeling procedures. This paper provides a test of symmetry using kernel density estimation and the Kullback-Leibler information. Based on simulation studies, the new test procedure outperforms other tests of symmetry found in the literature, including the Runs Test of Symmetry. We illustrate our new procedure using real data.


The Crisis Of Opiates In Appalachia, James B. Becker Md Jan 2016

The Crisis Of Opiates In Appalachia, James B. Becker Md

Marshall Journal of Medicine

No abstract provided.


Patient- And Family-Identified Problems Of Traumatic Brain Injury: Value And Utility Of A Target Outcome Approach To Identifying The Worst Problems, Laraine Winter, Helene J. Moriarty, Catherine V. Piersol, Tracey Vause-Earland, Keith Robinson, Brian Newhart Jan 2016

Patient- And Family-Identified Problems Of Traumatic Brain Injury: Value And Utility Of A Target Outcome Approach To Identifying The Worst Problems, Laraine Winter, Helene J. Moriarty, Catherine V. Piersol, Tracey Vause-Earland, Keith Robinson, Brian Newhart

Journal of Patient-Centered Research and Reviews

Purpose

This study aimed to identify the sequelae of traumatic brain injury (TBI) that are most troubling to veterans with TBI and their families and identify veteran-family differences in content and ranking. Instead of standardized measures of symptom frequency or severity, which may be insensitive to change or intervention effects, we used a target outcome measure for veterans with TBI and their key family members, which elicited open-ended reports concerning the three most serious TBI-related problems. This was followed by Likert-scaled ratings of difficulty in managing the problem.

Methods

In this cross-sectional study, interviews were conducted in veterans’ homes. Participants …


Symptom Patterns Of Posttraumatic Stress Disorder Among Deaf Trauma Survivors, Melissa L. Anderson, Amanda Sortwell, Kelly S. Wolf Craig, Douglas M. Ziedonis Jan 2016

Symptom Patterns Of Posttraumatic Stress Disorder Among Deaf Trauma Survivors, Melissa L. Anderson, Amanda Sortwell, Kelly S. Wolf Craig, Douglas M. Ziedonis

JADARA

Details about Deaf people’s pattern of posttraumatic stress disorder (PTSD) symptoms remain relatively unknown due to inaccessible methods used in most epidemiological research. We conducted semi-structured American Sign Language interviews with 16 trauma-exposed Deaf individuals to explore their PTSD symptom patterns. Half met criteria for current PTSD, a rate higher than the general population. Underlying this disparity may be heightened rates of dissociation and psychogenic amnesia reported by many Deaf trauma survivors. Future research with large samples of Deaf survivors is needed to clarify this hypothesis, and to inform interventions that more accurately target Deaf people’s pattern of trauma symptoms.


Better Cognitive Control Of Emotional Information Is Associated With Reduced Pro-Inflammatory Cytokine Reactivity To Emotional Stress, Grant S. Shields, Shari Young Kuchenbecker, Sarah D. Pressman, Ken D. Sumida, George M. Slavich Jan 2016

Better Cognitive Control Of Emotional Information Is Associated With Reduced Pro-Inflammatory Cytokine Reactivity To Emotional Stress, Grant S. Shields, Shari Young Kuchenbecker, Sarah D. Pressman, Ken D. Sumida, George M. Slavich

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Stress is strongly associated with several mental and physical health problems that involve inflammation, including asthma, cardiovascular disease, certain types of cancer, and depression. It has been hypothesized that better cognitive control of emotional information may lead to reduced inflammatory reactivity to stress and thus better health, but to date no studies have examined whether differences in cognitive control predict pro-inflammatory cytokine responses to stress. To address this issue, we conducted a laboratory-based experimental study in which we randomly assigned healthy young-adult females to either an acute emotional stress (emotionally evocative video) or no-stress (control video) condition. Salivary levels of …


The Glenn Lab: Associate Professor Melissa Glenn's Hub Of Neuroscience Research Turns Students Into Colleagues, Jenny Chen Jan 2016

The Glenn Lab: Associate Professor Melissa Glenn's Hub Of Neuroscience Research Turns Students Into Colleagues, Jenny Chen

Colby Magazine

Associate Professor Melissa Glenn's Hub Of Neuroscience Research Turns Students Into Colleagues. This is the behavioral neuroscience lab of Associate Professor of Psychology Melissa Glenn, where she and her students conduct cutting-edge research on the dietary causes of schizophrenia and mood disorders.


Adult Relationships In Multiple Contexts And Associations With Adolescent Mental Health, Gordon Capp, Ruth Berkowitz, Kate Sullivan, Ron Avi Astor, Kris T. De Pedro, Tamika D. Gilreath, Eric Rice Jan 2016

Adult Relationships In Multiple Contexts And Associations With Adolescent Mental Health, Gordon Capp, Ruth Berkowitz, Kate Sullivan, Ron Avi Astor, Kris T. De Pedro, Tamika D. Gilreath, Eric Rice

Education Faculty Articles and Research

Purpose: Adult relationships provide critical support for adolescents because of their potential to foster positive development and provide protective influences. Few studies examine multiple ecological layers of adult relationships in connection with well-being and depression. This study examines the influence of relationships from multiple contexts for adolescents and their mental health.
Method: Data from the 2011 California Healthy Kids Survey was used for this analysis; a sample of 7th-, 9th-, and 11th-grade students (N = 14,931) was drawn from 6 school districts in Southern California.
Results: Regression analyses revealed that parent, teacher, and community adult support were …


Doctorate In Family Therapy Curriculum, Nova Southeastern University Jan 2016

Doctorate In Family Therapy Curriculum, Nova Southeastern University

College of Arts, Humanities, and Social Sciences Course Catalogs

No abstract provided.


Interpretative Phenomenological Analysis: A Contemporary Phenomenological Approach, Raissa M. Miller, Casey A. Barrio Minton Jan 2016

Interpretative Phenomenological Analysis: A Contemporary Phenomenological Approach, Raissa M. Miller, Casey A. Barrio Minton

Counselor Education Faculty Publications and Presentations

Interpretative Phenomenological Analysis (IPA) is a contemporary qualitative research method grounded in phenomenology, hermeneutics, and idiography. The philosophical principles and rigorous methodology make this approach well suited for research in counselor education and supervision. This primer introduces counselor educators to IPA theory and methodology and discusses considerations for implementation.


Western Kentucky University College Of Health And Human Services (Chhs) Strategic Plan 2016-2020, Wku College Of Health & Human Services Jan 2016

Western Kentucky University College Of Health And Human Services (Chhs) Strategic Plan 2016-2020, Wku College Of Health & Human Services

College of Health & Human Services Publications

No abstract provided.


Hiv Risk And Psychological Distress Among Female Entertainment Workers In Cambodia: A Cross-Sectional Study, Carinne M. Brody, Pheak Chhoun, Sovannary Tuot, Khuondyla Pal, Siyan Yi Jan 2016

Hiv Risk And Psychological Distress Among Female Entertainment Workers In Cambodia: A Cross-Sectional Study, Carinne M. Brody, Pheak Chhoun, Sovannary Tuot, Khuondyla Pal, Siyan Yi


Background: In Cambodia, there has been an increase in entertainment work as a result of the breakdown of the traditional brothel-based sex industry, presenting new challenges to addressing the health issues and needs of people working in the entertainment industry. This study aims to identify factors associated with psychological distress among female entertainment workers (FEWs) in Cambodia.

Methods: A two-stage cluster sampling method was used to randomly select 657 FEWs from entertainment establishments in Phnom Penh and Siem Reap in April and May 2014 for interviews using a structured questionnaire. Psychological distress was measured using the General Health …


The Experiences Of Black Mft Doctoral Degree Holders With White Professors: A Phenomenological Study, Juliana M. Deans Jan 2016

The Experiences Of Black Mft Doctoral Degree Holders With White Professors: A Phenomenological Study, Juliana M. Deans

Department of Family Therapy Dissertations and Applied Clinical Projects

The purpose of this research is to explore the experiences of Black doctoral degree holders’ interactions with their White professors in a Marriage and Family Therapy (MFT) program. There are a number of studies on the effectiveness of White professors and Black graduate students, but few focus specifically on the field of Marriage and Family Therapy. This study employed existential phenomenological methodology to examine Black MFT doctoral degree holders’ perceptions of their White professors. The experiences of six Black doctoral degree holders who attended COAMFTE-accredited programs were examined. The process involved an in-depth semi-structured interview. The study also revealed five …


Prevention Strategies And Mental Health In Vietnam, Edward Cohen Jan 2016

Prevention Strategies And Mental Health In Vietnam, Edward Cohen

Faculty Publications

This paper addresses the current state of mental health services in Vietnam and provides recommendations for improving the care of people with mental illness. Vietnam’s mental health problems are as prevalent as anywhere else in the world. The country has recently begun an initiative to reform mental health care by improving community-based services for people with serious mental illness. However, mental illness has not been a part of public discourse in Vietnam. There is little recognition of prevalent common mental illnesses (such as depression, anxiety and alcohol abuse) and the care of people with serious mental illnesses relies on either …


Addressing Unhealthy Alcohol Use In Maine: Provider And Practice Attitudes Towards Integrating Alcohol Screening And Brief Intervention Within Rural Primary Care Practices, Mary Lindsey Smith Phd, Jennifer Pratt Aa, Rachel M. Gallo Mph, Katie Rosingana Ba, J Keller, Mark Richards Bs Jan 2016

Addressing Unhealthy Alcohol Use In Maine: Provider And Practice Attitudes Towards Integrating Alcohol Screening And Brief Intervention Within Rural Primary Care Practices, Mary Lindsey Smith Phd, Jennifer Pratt Aa, Rachel M. Gallo Mph, Katie Rosingana Ba, J Keller, Mark Richards Bs

Substance Use Research & Evaluation

No abstract provided.


Promoting Socially Just Healthcare Systems: Social Work’S Contribution To Patient Navigation, Patricia Desrosiers, Gayle Mallinger, Tonya Bragg-Underwood Jan 2016

Promoting Socially Just Healthcare Systems: Social Work’S Contribution To Patient Navigation, Patricia Desrosiers, Gayle Mallinger, Tonya Bragg-Underwood

Social Work Faculty Publications

Patient navigation is an emerging area of healthcare practice that uses an interdisciplinary and integrated care model designed to reduce health disparities and improve health outcomes. The authors define patient navigation, delineate the alignment of social work competencies with patient navigator requirements, and argue for a clear social work role and presence as patient navigators in interdisciplinary healthcare delivery. Social workers are well-equipped to carry out a variety of patient navigator responsibilities due to their unique skill of social justice advocacy as a macro-level intervention. Through involvement in patient navigation, social work leaders can promote the development of socially just …


It’S A Relationship: A Qualitative Exploration Of The Challenges To Interorganizational Collaborative Relationships, Morgan E. Braganza Jan 2016

It’S A Relationship: A Qualitative Exploration Of The Challenges To Interorganizational Collaborative Relationships, Morgan E. Braganza

Luther Faculty Publications

Interorganizational collaboration is increasingly used to address social issues, but it can fail when the underlying relationships become damaged. This study explores the qualities, characteristics, and processes that can fracture collaborative relationships and the consequences of failing to correct these fractures. Using a qualitative design, interview data were collected from 19 executive directors of Canadian human service organizations. The findings highlight several challenges to collaboration and show the importance of exploring negative outcomes of inaction. An additional aim of this study is to provide strategies for building and nurturing collaborative relationships.


Los Riesgos Sobre La Salud De Los Trabajadores Inmigrantes Bolivianos En Los Talleres Textiles En La Ciudad Autónoma Buenos Aires: Las Experiencias De Los Trabajadores De La Cooperativa La Alameda / The Health Risks Of Bolivian Immigrant Workers In Textile Workshops In The Autonomous City Of Buenos Aires: The Experiences Of Workers At Cooperative La Alameda, Marian Gardner Jan 2016

Los Riesgos Sobre La Salud De Los Trabajadores Inmigrantes Bolivianos En Los Talleres Textiles En La Ciudad Autónoma Buenos Aires: Las Experiencias De Los Trabajadores De La Cooperativa La Alameda / The Health Risks Of Bolivian Immigrant Workers In Textile Workshops In The Autonomous City Of Buenos Aires: The Experiences Of Workers At Cooperative La Alameda, Marian Gardner

Independent Study Project (ISP) Collection

Los bolivianos inmigran a Argentina para escapar de la falta de oportunidades laborales y de la pobreza. Sin embargo, una vez en Argentina, su inserción laboral es precaria e informal, principalmente, son contratados en los talleres textiles clandestinos. En éstos , donde la mayoría de ellos también vive, se ven reducidos a condiciones de servidumbre, explotación y son sometidos a condiciones de semi esclavitud, como lo demuestran las 14 a 18 horas de trabajo que realizan los siete días de la semana por sólo alrededor de $ 1300 a $ 3000 pesos argentinos por mes. Además, las condiciones laborales suponen …


Sexual Attraction In The Therapy Room: An Exploration Of Licensed Marriage And Family Therapists’ Experiences And Training, Rafiah Prince Jan 2016

Sexual Attraction In The Therapy Room: An Exploration Of Licensed Marriage And Family Therapists’ Experiences And Training, Rafiah Prince

Department of Family Therapy Dissertations and Applied Clinical Projects

The client-therapist relationship is an essential part of therapy and is central in helping clients achieve therapeutic goals as the joining process facilitates the change process. However, in an effort to create a space for change, there is a possibility that professional boundaries may become blurred wherein a client may express a sexual attraction toward their therapist. To explore this phenomenon, the researcher employed convergent parallel mixed method design to explore the experiences of Licensed Marriage and Family Therapists (LMFTs) who have experienced sexual attraction from their clients. The study was conducted online through a secure forum. Implications for clients, …


The 12 Steps Of Addiction Recovery Programs As An Influence On Leadership Development: A Personal Narrative, Mitchell Friedman Jan 2016

The 12 Steps Of Addiction Recovery Programs As An Influence On Leadership Development: A Personal Narrative, Mitchell Friedman

School of Education Faculty Research

My participation in a 12-step addiction program based on the principles and traditions of Alcoholics Anonymous (AA) has been critical for my leadership development. As I worked to refrain from addictive behaviors and practiced 12-step principles, I experienced a shift from individualistic, self-centered leadership towards a servant leader orientation. I thus consider the 12-step recovery process, which commenced in 2001, a leadership formative experience (LFE) as it had the greatest influence on my subsequent development. My experience of thinking about and rethinking my life in reference to leadership and followership lends itself to a personal inquiry. It draws on work …


A Comparison Of Traditional Care And Cognitive Behavioral Therapy For Treating Depression Following Open Heart Surgery, Derryk Allen Jan 2016

A Comparison Of Traditional Care And Cognitive Behavioral Therapy For Treating Depression Following Open Heart Surgery, Derryk Allen

Physician Assistant Scholarly Project Posters

Depression occurs shortly after open heart surgery in many patients. When depression is identified, traditional treatment consists of antidepressant medications along with cardiac rehabilitation and follow up care but these visits may not address depression. The purpose of this study compares traditional care with cognitive behavioral therapy. Does cognitive behavioral therapy more effectively manage depression than traditional care among male and female patients that have undergone open-heart surgery and acquired depressive symptoms? An article search of the following databases was conducted: PubMed and The Cochran Library. The review of literature explored studies that compare treatment between traditional care and CBT …


Safety And Efficacy Of Electronic Cigarette Use In Smoking Cessation, Matthew R. Coy Jan 2016

Safety And Efficacy Of Electronic Cigarette Use In Smoking Cessation, Matthew R. Coy

Physician Assistant Scholarly Project Posters

• Smoking is the most prevalent cause of avoidable mortality in the world

• Smoking cessation decreases likelihood of developing CV disease, stroke, cancer, and chronic lung diseases

• The purpose of this study is to assess if E-Cig’s are effective in smoking cessation and to evaluate the safety of their use


2016 Annual Report, Center For Applied Research On Substance Use And Health Disparities Jan 2016

2016 Annual Report, Center For Applied Research On Substance Use And Health Disparities

Center for Applied Research on Substance Use and Health Disparities Annual Reports

No abstract provided.


Relationship Of Suicide Rates With Climate And Economic Variables In Europe During 2000–2012, Konstantinos Fountoulakis, Isaia Chatzikosta, Konstantinos Pastiadis, Prodromos Zanis, Wolfram Kawohl, Eliot Sorel, +45 Additional Authors Jan 2016

Relationship Of Suicide Rates With Climate And Economic Variables In Europe During 2000–2012, Konstantinos Fountoulakis, Isaia Chatzikosta, Konstantinos Pastiadis, Prodromos Zanis, Wolfram Kawohl, Eliot Sorel, +45 Additional Authors

Global Health Faculty Publications

Background

It is well known that suicidal rates vary considerably among European countries and the reasons for this are unknown, although several theories have been proposed. The effect of economic variables has been extensively studied but not that of climate.

Methods

Data from 29 European countries covering the years 2000–2012 and concerning male and female standardized suicidal rates (according to WHO), economic variables (according World Bank) and climate variables were gathered. The statistical analysis included cluster and principal component analysis and categorical regression.

Results

The derived models explained 62.4 % of the variability of male suicidal rates. Economic variables alone …