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Collective-Intelligence Recommender Systems: Advancing Computer Tailoring For Health Behavior Change Into The 21st Century, Rajani S. Sadasivam, Sarah L. Cutrona, Rebecca L. Kinney, Benjamin M. Marlin, Kathleen M. Mazor, Stephenie C. Lemon, Thomas K. Houston 2016 University of Massachusetts Medical School

Collective-Intelligence Recommender Systems: Advancing Computer Tailoring For Health Behavior Change Into The 21st Century, Rajani S. Sadasivam, Sarah L. Cutrona, Rebecca L. Kinney, Benjamin M. Marlin, Kathleen M. Mazor, Stephenie C. Lemon, Thomas K. Houston

Stephenie C. Lemon

BACKGROUND: What is the next frontier for computer-tailored health communication (CTHC) research? In current CTHC systems, study designers who have expertise in behavioral theory and mapping theory into CTHC systems select the variables and develop the rules that specify how the content should be tailored, based on their knowledge of the targeted population, the literature, and health behavior theories. In collective-intelligence recommender systems (hereafter recommender systems) used by Web 2.0 companies (eg, Netflix and Amazon), machine learning algorithms combine user profiles and continuous feedback ratings of content (from themselves and other users) to empirically tailor content. Augmenting current theory-based ...


Collective-Intelligence Recommender Systems: Advancing Computer Tailoring For Health Behavior Change Into The 21st Century, Rajani S. Sadasivam, Sarah L. Cutrona, Rebecca L. Kinney, Benjamin M. Marlin, Kathleen M. Mazor, Stephenie C. Lemon, Thomas K. Houston 2016 University of Massachusetts Medical School

Collective-Intelligence Recommender Systems: Advancing Computer Tailoring For Health Behavior Change Into The 21st Century, Rajani S. Sadasivam, Sarah L. Cutrona, Rebecca L. Kinney, Benjamin M. Marlin, Kathleen M. Mazor, Stephenie C. Lemon, Thomas K. Houston

Kathleen M. Mazor

BACKGROUND: What is the next frontier for computer-tailored health communication (CTHC) research? In current CTHC systems, study designers who have expertise in behavioral theory and mapping theory into CTHC systems select the variables and develop the rules that specify how the content should be tailored, based on their knowledge of the targeted population, the literature, and health behavior theories. In collective-intelligence recommender systems (hereafter recommender systems) used by Web 2.0 companies (eg, Netflix and Amazon), machine learning algorithms combine user profiles and continuous feedback ratings of content (from themselves and other users) to empirically tailor content. Augmenting current theory-based ...


Collective-Intelligence Recommender Systems: Advancing Computer Tailoring For Health Behavior Change Into The 21st Century, Rajani S. Sadasivam, Sarah L. Cutrona, Rebecca L. Kinney, Benjamin M. Marlin, Kathleen M. Mazor, Stephenie C. Lemon, Thomas K. Houston 2016 University of Massachusetts Medical School

Collective-Intelligence Recommender Systems: Advancing Computer Tailoring For Health Behavior Change Into The 21st Century, Rajani S. Sadasivam, Sarah L. Cutrona, Rebecca L. Kinney, Benjamin M. Marlin, Kathleen M. Mazor, Stephenie C. Lemon, Thomas K. Houston

Sarah L. Cutrona

BACKGROUND: What is the next frontier for computer-tailored health communication (CTHC) research? In current CTHC systems, study designers who have expertise in behavioral theory and mapping theory into CTHC systems select the variables and develop the rules that specify how the content should be tailored, based on their knowledge of the targeted population, the literature, and health behavior theories. In collective-intelligence recommender systems (hereafter recommender systems) used by Web 2.0 companies (eg, Netflix and Amazon), machine learning algorithms combine user profiles and continuous feedback ratings of content (from themselves and other users) to empirically tailor content. Augmenting current theory-based ...


Collective-Intelligence Recommender Systems: Advancing Computer Tailoring For Health Behavior Change Into The 21st Century, Rajani S. Sadasivam, Sarah L. Cutrona, Rebecca L. Kinney, Benjamin M. Marlin, Kathleen M. Mazor, Stephenie C. Lemon, Thomas K. Houston 2016 University of Massachusetts Medical School

Collective-Intelligence Recommender Systems: Advancing Computer Tailoring For Health Behavior Change Into The 21st Century, Rajani S. Sadasivam, Sarah L. Cutrona, Rebecca L. Kinney, Benjamin M. Marlin, Kathleen M. Mazor, Stephenie C. Lemon, Thomas K. Houston

Rajani S. Sadasivam

BACKGROUND: What is the next frontier for computer-tailored health communication (CTHC) research? In current CTHC systems, study designers who have expertise in behavioral theory and mapping theory into CTHC systems select the variables and develop the rules that specify how the content should be tailored, based on their knowledge of the targeted population, the literature, and health behavior theories. In collective-intelligence recommender systems (hereafter recommender systems) used by Web 2.0 companies (eg, Netflix and Amazon), machine learning algorithms combine user profiles and continuous feedback ratings of content (from themselves and other users) to empirically tailor content. Augmenting current theory-based ...


From Interview To Transcript To Story: Elucidating The Construction Of Journalistic Narrative As Qualitative Research, Jørgen Jeppesen 2016 The National Rehabilitation Center for Neuromuscular Disorders, Denmark

From Interview To Transcript To Story: Elucidating The Construction Of Journalistic Narrative As Qualitative Research, Jørgen Jeppesen

The Qualitative Report

There is a call to narrative investigators to be more explicit about their ways of working methodologically, in particular concerning dialogic/performative analysis. The purpose of this study was to examine how journalistic storytelling used as qualitative health research transformed, assembled and sequenced interview into transcripts, scenes, digressions, and other language products. A published story from a socio-narratological study of living with the terminal disease Amyotrophic Lateral Sclerosis was selected. Distribution and sequence of modes of transcription, versions of dialogue, transformation of observation and memory to scenes, and conversion of the researcher’s reflection to digression, were identified and calculated ...


Online Information Seeking By Patients With Bipolar Disorder: Results From An International Multisite Survey, Jörn Conell, Rita Bauer, Tasha Glenn, Martin Alda, Raffaella Ardau, Bernhard T. Baune, Michael Berk, Yuly Bersudsky, Amy Bilderbeck, Alberto Bocchetta, Letizia Bossini, Angela Marianne Paredes Castron, Eric Yat Wo Cheung, Caterina Chillotti, Sabine Choppin, Maria Del Zompo, Rodrigo Dias, Seetal Dodd, Anne Duffy, Bruno Etain, Andrea Fagiolini, Julie Garnham, John Geddes, Jonas Gidebro, Ana Gonzalez-Pinto, Guy M. Goodwin, Paul Grof, Hirohiko Harima, Stefanie Hassel, Chantal Henry, Diego Hidalgo-Mazzei, Vaisnvy Kapur, Girish Kunigiri, Beny Lafer, Chun Lam, Erik Roj Larsen, Ute Lewitzka, Ramus Licht, Anne Hvenegaard Lund, Blazej Misiak, Patryk Piotrowski, Scott Monteith, Rodrigo Munoz, Takako Nakanotani, René E. Nielsen, Claire O'Donovan, Yasushi Okamura, Yamima Osher, Andreas Reif, Philipp Ritter, Janusz K. Rybakowski, Kemal Sagduyu, Brett Sawchuk, Elon Shwartz, Ângela Miranda Scippa, Claire Slaney, Ahmad Hatim Sulaiman, Kirsi Suominen, Aleksandra Suwalska, Peter Tam, Yoshitaka Tatebayashi, Leonardo Tondo, Eduard Vieta, Maj Vinberg, Biju Viswanath, Julia Volkert, Mark Zetin, Iñaki Zorrilla, Peter C. Whybrow, Michael Bauer 2016 Technische Universität Dresden

Online Information Seeking By Patients With Bipolar Disorder: Results From An International Multisite Survey, Jörn Conell, Rita Bauer, Tasha Glenn, Martin Alda, Raffaella Ardau, Bernhard T. Baune, Michael Berk, Yuly Bersudsky, Amy Bilderbeck, Alberto Bocchetta, Letizia Bossini, Angela Marianne Paredes Castron, Eric Yat Wo Cheung, Caterina Chillotti, Sabine Choppin, Maria Del Zompo, Rodrigo Dias, Seetal Dodd, Anne Duffy, Bruno Etain, Andrea Fagiolini, Julie Garnham, John Geddes, Jonas Gidebro, Ana Gonzalez-Pinto, Guy M. Goodwin, Paul Grof, Hirohiko Harima, Stefanie Hassel, Chantal Henry, Diego Hidalgo-Mazzei, Vaisnvy Kapur, Girish Kunigiri, Beny Lafer, Chun Lam, Erik Roj Larsen, Ute Lewitzka, Ramus Licht, Anne Hvenegaard Lund, Blazej Misiak, Patryk Piotrowski, Scott Monteith, Rodrigo Munoz, Takako Nakanotani, René E. Nielsen, Claire O'Donovan, Yasushi Okamura, Yamima Osher, Andreas Reif, Philipp Ritter, Janusz K. Rybakowski, Kemal Sagduyu, Brett Sawchuk, Elon Shwartz, Ângela Miranda Scippa, Claire Slaney, Ahmad Hatim Sulaiman, Kirsi Suominen, Aleksandra Suwalska, Peter Tam, Yoshitaka Tatebayashi, Leonardo Tondo, Eduard Vieta, Maj Vinberg, Biju Viswanath, Julia Volkert, Mark Zetin, Iñaki Zorrilla, Peter C. Whybrow, Michael Bauer

Marriage and Family Therapy Faculty Articles and Research

Background

Information seeking is an important coping mechanism for dealing with chronic illness. Despite a growing number of mental health websites, there is little understanding of how patients with bipolar disorder use the Internet to seek information.

Methods

A 39 question, paper-based, anonymous survey, translated into 12 languages, was completed by 1222 patients in 17 countries as a convenience sample between March 2014 and January 2016. All patients had a diagnosis of bipolar disorder from a psychiatrist. Data were analyzed using descriptive statistics and generalized estimating equations to account for correlated data.

Results

976 (81 % of 1212 valid responses) of ...


Awareness, Perception, And Self-Reported Purchasing Behaviors Of College Students Regarding Front-Of-Package Nutrition Labeling Systems And Symbols, Audrey L. Kessler 2016 East Tennessee State University

Awareness, Perception, And Self-Reported Purchasing Behaviors Of College Students Regarding Front-Of-Package Nutrition Labeling Systems And Symbols, Audrey L. Kessler

Electronic Theses and Dissertations

Traditional students enroll in post-secondary institutions during emerging adulthood. College enrollment is increasing and adult weight gain occurs most rapidly during the college-age years, with poor food decisions as a potential contributing factor. The present study examined the awareness, perception, and self-reported purchasing behaviors of college students regarding four front-of-package (FOP) nutrition labeling systems and symbols. Students were sent a 24-question web-based survey, with 908 completed surveys that met the research criteria. There were 888 (98.3%) respondents who recognized at least one of the four presented FOP nutrition labels. There were no significant differences between the groups that recognized ...


Psychometric Testing Of The Presence Of Nursing Scale: Measurability Of Patient Perceptions Of Nursing Presence Capability Of Nurses In An Academic Medical Center, Rebecca L. Turpin 2016 East Tennessee State University

Psychometric Testing Of The Presence Of Nursing Scale: Measurability Of Patient Perceptions Of Nursing Presence Capability Of Nurses In An Academic Medical Center, Rebecca L. Turpin

Electronic Theses and Dissertations

Introduction: Nursing presence occurs when nurses expend themselves on the behalf of a unique patient. This phenomenon requires further research to develop instruments. The Presence of Nursing Scale (PONS) measures the patient’s perspective (Kostovich, 2012). Psychometric testing of PONS-Revised using exploratory factor analysis is warranted to further develop a reliable and valid measure of nursing presence. Contextual workplace variables need exploration in inpatient settings for correlation with nursing presence.

Method(s): A convenience sample of 122 adult inpatients from ten acute-care nursing units in a Southeastern Magnet hospital were surveyed to conduct the first psychometric testing of this revised ...


Understanding Perceptions Of Breast Health In A Southern Appalachian Community, Hannah Leigh Shinault 2016 University of Tennessee, Knoxville

Understanding Perceptions Of Breast Health In A Southern Appalachian Community, Hannah Leigh Shinault

Doctoral Dissertations

Culture is central to how individuals perceive and understand health. Thus, the Appalachian culture impacts how Appalachian women perceive and maintain breast health. Using information about the broader Appalachian region and the Southern Appalachian sub-region, specifically, as well as the existing body of literature about cancer, culture, and communication theory, this qualitative study describes breast health from the point of view of women and health information providers in this region in order to better communicate about breast health maintenance practices.

Results from this study will allow individuals working with breast cancer patients and prevention to better understand how cultural identity ...


A Tool To Cost Environmental Health Services In North Carolina Local Health Departments, Nancy L. Winterbauer, Simone Singh, Ashley Tucker, Lisa M. Harrison 2016 East Carolina University

A Tool To Cost Environmental Health Services In North Carolina Local Health Departments, Nancy L. Winterbauer, Simone Singh, Ashley Tucker, Lisa M. Harrison

Frontiers in Public Health Services and Systems Research

Introduction: The cost of providing a basic set of public health services necessary not been well-described. Recent work suggests public health practitioners are unlikely to have the empirically-based financing information necessary to make informed decisions regarding practice. The purpose of this paper is to describe the development of a costing tool used to collect primary data on the number of services provided, staff employed, and costs incurred for two types of mandated environmental health services: food and lodging inspections and onsite water services.

Methods: The tool was iteratively reviewed, revised, and piloted with local health department (LHD) environmental health and ...


Dialectical Tensions Experienced During Pediatric Chronic Illness: Analyzing Art Therapy Conversations From A Relational Dialectics Perspective, Katherine A. Rafferty, Erin Parcell 2016 Iowa State University

Dialectical Tensions Experienced During Pediatric Chronic Illness: Analyzing Art Therapy Conversations From A Relational Dialectics Perspective, Katherine A. Rafferty, Erin Parcell

Journal of Clinical Art Therapy

Relational dialectics theory (RDT) provides a framework for understanding the dialectical tensions families experience when talking about pediatric chronic illness. One place where families may express these tensions is during clinical art therapy sessions, where therapists encourage child patients and their family members to use the creative process of art to tell stories while engaged in art making. Subsequently, we studied one clinical art therapy program for families with chronically ill hospitalized children. We examined the naturally occurring conversations during the art making process. Family members’ talk enumerated three primary dialectical tensions describing the pediatric illness experience. Findings and implications ...


Health Literacy: A Natural Role For Librarians, Theresa S. Arndt 2016 Dickinson College

Health Literacy: A Natural Role For Librarians, Theresa S. Arndt

Faculty and Staff Publications By Year

Purpose - The purpose of this paper is to introduce the articles in the special theme issue.
Design/methodology/approach - This paper provides some background and context on health literacy.
Findings - Health literacy is a critical constellation of skills. Librarians’ abilities and expertise are well-suited to contributing to the improvement of health literacy for various populations in various settings. Librarians are actively engaging in a wide variety of health literacy initiatives in collaboration with other professionals and organizations.
Practical implications - Specific examples of how librarians are contributing to health literacy are described.
Social implications - Lack of health literacy is associated with ...


Glu: An Online Type 1 Diabetes Information Community, Stefanie Witt 2016 San Jose State University

Glu: An Online Type 1 Diabetes Information Community, Stefanie Witt

SLIS Student Research Journal

This research paper examines the online health community Glu (MyGlu.org), a type 1 diabetes social media site. Type 1 diabetes is a chronic medical condition that requires constant and specialized medical attention. Online health communities like Glu, are an important part of maintaining a healthy lifestyle for many of its members. This study discusses the composition of this information community, the motivations of its members, and the benefits members gain through their participation. It describes the major characteristics of the community and focuses on the information needs of type 1 diabetics. It concludes with reflections on how libraries and ...


A Public Health-Based Approach To German Gaming Regulation, Knut Walter, Gerhard Buehringer 2016 Scientific Affairs

A Public Health-Based Approach To German Gaming Regulation, Knut Walter, Gerhard Buehringer

International Conference on Gambling and Risk Taking

The current situation of the German gambling market can be characterized by an unrelated framework of different legal systems, different regulatory authorities and different control principles, and has led to (1) an increasing number of court decisions and information requests by European Commission questioning parts of that regulatory system, (2) public tolerance of illicit gambling, and consequently (3) a lack of consumer protection.

Taking RENO Model 1.0 and 2.0 seriously, a new and comprehensive regulatory framework based on common consumer protection standards for all types of gambling – land-based and online, state-owned and private operated – has been developed and ...


Tweet, Like, Share: Using Social Media To Connect With The Evaluation World, Jennifer Rosinski 2016 University of Massachusetts Medical School

Tweet, Like, Share: Using Social Media To Connect With The Evaluation World, Jennifer Rosinski

Commonwealth Medicine Publications

Blog post to AEA365, a blog sponsored by the American Evaluation Association (AEA) dedicated to highlighting Hot Tips, Cool Tricks, Rad Resources, and Lessons Learned for evaluators. The American Evaluation Association is an international professional association of evaluators devoted to the application and exploration of program evaluation, personnel evaluation, technology, and many other forms of evaluation. Evaluation involves assessing the strengths and weaknesses of programs, policies, personnel, products, and organizations to improve their effectiveness.


A Systematic Review Of Dual-Sensory Impairment In Older Adults, Abby F. Malawer 2016 Graduate Center, City University of New York

A Systematic Review Of Dual-Sensory Impairment In Older Adults, Abby F. Malawer

All Graduate Works by Year: Dissertations, Theses, and Capstone Projects

The elderly population (ages 65 years and older) in the United States is estimated to double between 2000 and 2030 to approximately 72 million people. Among this population, sensory impairment is a chronic disability. The combination of both hearing and vision impairment, referred to as dual-sensory impairment (DSI) is a chronic condition on the rise. The prevalence of DSI ranges from a low of 1.6% to as high as 22.5% depending on the population (Appollonio et al., 1995). Higher prevalence rates tend to emerge in populations receiving rehabilitative and hospital care. DSI impacts independent physical function and verbal ...


Sunsafe Health Campaign: Rationale And Planning, Jennifer Gonzales, Michelle Merritt 2016 California Polytechnic State University, San Luis Obispo

Sunsafe Health Campaign: Rationale And Planning, Jennifer Gonzales, Michelle Merritt

Communication Studies

In Spring 2016, a team of Communication Studies students researched, planned, and conducted a health campaign on the Cal Poly campus. The goal of the health campaign was to educate fellow students about the dangers of sun overexposure and provide information on how to take preventive measures to protect their skin. Communication theories and concepts were applied while the messages of the campaign were created and distributed.


Prep Advocacy Project: Increasing The Adoption Of Pre-­Exposure Prophylaxis (Prep) In San Luis Obispo County, Leona Rajaee 2016 California Polytechnic State University, San Luis Obispo

Prep Advocacy Project: Increasing The Adoption Of Pre-­Exposure Prophylaxis (Prep) In San Luis Obispo County, Leona Rajaee

Journalism

The following study investigates the need for Pre­exposure Prophylaxis (PrEP) in San Luis Obispo (SLO) County in order to develop an effective health outreach and advocacy program that could increase the adoption of PrEP treatment and in turn decrease new HIV transmissions in the community studied. The sponsor of this study is the Access Support Network (ASN), a non­profit organization that provides supportive services for individuals living with HIV/AIDS. ASN launched this study after observing the effectiveness of PrEP in metropolitan cities. At the same time, ASN also noticed a rise in new HIV transmissions, particularly among ...


Health Applications Of Social Network Analysis And Computational Social Science, James Kitts 2016 University of Massachusetts Amherst

Health Applications Of Social Network Analysis And Computational Social Science, James Kitts

UMass Center for Clinical and Translational Science Research Retreat

Social network analysis has proliferated across the social and behavioral sciences, shifting our analytical focus from individuals to the patterns of social ties that connect them. This perspective has enriched our understanding of a great variety of health-related phenomena, including the spread of STDs on contact networks, the spread of health care practices on physicians’ professional networks, the dynamics of patient transfers on networks of clinics, and the spread of weight-related behaviors among adolescents at risk for obesity. The advent of the era of computational social science has augmented the contributions of this perspective, by moving beyond expensive and laborious ...


A Collaborative Approach To Addressing Health Information Literacy Among High School Students, Sharon A. Weiner, Lalatendu Acharya, Kathryn Dilworth, Laura Henzl, Lisa Kirkham, Clare Lutgen, Bethany McGowan, David R. Walker 2016 Purdue University

A Collaborative Approach To Addressing Health Information Literacy Among High School Students, Sharon A. Weiner, Lalatendu Acharya, Kathryn Dilworth, Laura Henzl, Lisa Kirkham, Clare Lutgen, Bethany Mcgowan, David R. Walker

Purdue P-12 Networking Summit & Poster Session

No abstract provided.


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