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Articles 2281 - 2310 of 25134
Full-Text Articles in Entire DC Network
Childlessness, Social Network Profiles In Midlife And Late Adulthood, And Their Implications For Subjective Well-Being, Bussarawan Teerawichitchainan, Dahye Kim, Christine Ho
Childlessness, Social Network Profiles In Midlife And Late Adulthood, And Their Implications For Subjective Well-Being, Bussarawan Teerawichitchainan, Dahye Kim, Christine Ho
Research Collection School Of Economics
Objectives: Despite the rising prevalence of individuals reaching advanced age without children, little is known about the diversity of support networks within childless populations. We examine the network profiles of childless adults aged 50+ in Singapore, which observes high childlessness rates despite societal emphasis on familism. Methods: We employ latent class analysis to derive network typology based on a 2022 nationwide survey in Singapore. Additionally, we use logistic regression analyses to investigate the sociodemographic correlates of childless individuals' network types and the associations between these network types and subjective well-being. Results: Childless Singaporeans form a heterogeneous group characterized by different …
Naturalistic Assessment Of Reaction Time Variability In Older Adults At Risk For Alzheimer's Disease, Matthew S Welhaf, Hannah Wilks, Andrew J Aschenbrenner, David A Balota, Suzanne E Schindler, Tammie L S Benzinger, Brian A Gordon, Carlos Cruchaga, Chengjie Xiong, John C Morris, Jason Hassenstab
Naturalistic Assessment Of Reaction Time Variability In Older Adults At Risk For Alzheimer's Disease, Matthew S Welhaf, Hannah Wilks, Andrew J Aschenbrenner, David A Balota, Suzanne E Schindler, Tammie L S Benzinger, Brian A Gordon, Carlos Cruchaga, Chengjie Xiong, John C Morris, Jason Hassenstab
2020-Current year OA Pubs
OBJECTIVE: Maintaining attention underlies many aspects of cognition and becomes compromised early in neurodegenerative diseases like Alzheimer's disease (AD). The consistency of maintaining attention can be measured with reaction time (RT) variability. Previous work has focused on measuring such fluctuations during in-clinic testing, but recent developments in remote, smartphone-based cognitive assessments can allow one to test if these fluctuations in attention are evident in naturalistic settings and if they are sensitive to traditional clinical and cognitive markers of AD.
METHOD: Three hundred and seventy older adults (aged 75.8 +/- 5.8 years) completed a week of remote daily testing on the …
How Is Our Mobility Affected As We Age? Findings From A 934 Users Field Study Of Older Adults Conducted In An Urban Asian City, Yi Zhen Tan, Ngoc Doan Thu Tran, Sapphire Lin, Fang Zhao, Yee Sien Ng, Dong Ma, Jeonggil Ko, Rajesh Krishna Balan
How Is Our Mobility Affected As We Age? Findings From A 934 Users Field Study Of Older Adults Conducted In An Urban Asian City, Yi Zhen Tan, Ngoc Doan Thu Tran, Sapphire Lin, Fang Zhao, Yee Sien Ng, Dong Ma, Jeonggil Ko, Rajesh Krishna Balan
Research Collection School Of Computing and Information Systems
In this paper, we analyze the results of a large study involving 934 older adults living in an urban Asian city that collected their mobility patterns, in the form of logged GPS data, along with a multitude of demographic and health data. We show that mobility, in terms of average distance travelled per day, is greatly affected by age and by employment status. In addition, other factors such as type of day, household size, physical and financial conditions and the onset of retirement also play a significant role in determining the mobility of an individual. These results will have high …
Early Detection Of Alcohol Related Dementia Across The Lifespan: An Integrative Literature Review For Primary Care Providers, Kaylee A. Chapman
Early Detection Of Alcohol Related Dementia Across The Lifespan: An Integrative Literature Review For Primary Care Providers, Kaylee A. Chapman
University Honors Theses
Introduction: Alcohol related dementia (ARD) is a long-term, heterogeneous cognitive impairment that can develop in the course of excessive and prolonged use of alcohol. This integrative literature review evaluated the relevant research, preventative measures, and early detection of brain changes leading to memory impairment as a result of the chronic consumption of alcohol. Widespread prevention and detection of ARD can be achieved through the support of healthcare professiona ls in understanding, observing, and catching behavioral patterns ahead of time to properly direct treatment. The risk factors associated with an early diagnosis of dementia include, but are not limited to, abnormal …
Dementia Screening In Rural Kenya: The Prevalence And Impact Of Screening Positive For Dementia, C Musyimi, D Ndetei, L Muyela, J Masila, N Farina
Dementia Screening In Rural Kenya: The Prevalence And Impact Of Screening Positive For Dementia, C Musyimi, D Ndetei, L Muyela, J Masila, N Farina
Peninsula Medical School
Introduction: In Kenya, there is a lack of data on the number of people with dementia. In this article, we aim to estimate the number of community-dwelling older adults (aged 60 years and above) that are potentially living with dementia in rural Kenya. Methods: Recruitment of older adults occurred through adopting a convenience approach based on the catchment areas served by trained ten Community Health Workers (CHWs). Screening was conducted using the Brief Community Screening Instrument for Dementia (CSI-D), in which prevalence ratios were reported. Regression analyses were run to understand the association between screening outcome and wellbeing, social isolation, …
A Review Of Socially Responsible Hrm Practices In The Lebanese Healthcare Sector, Maya Issam Houri, Abdul Rahman Beydoun
A Review Of Socially Responsible Hrm Practices In The Lebanese Healthcare Sector, Maya Issam Houri, Abdul Rahman Beydoun
BAU Journal - Creative Sustainable Development
This study reviews the existing literature on Socially Responsible Human Resource Management practices on both nurses' performance and their intention to stay which constitute important factors of nurses’ decisions to stay in the healthcare sector in Lebanon. It also focuses on the current knowledge about existing literature in socially responsible HRM. This literature review highlights on the current knowledge about the determinant factor and the importance of socially responsible HRM practices and key outcomes for nurses. It suggests that socially responsible HRM practices, covering initiatives such as training, performance evaluation, compensation, work-family balance and occupational health and safety practices, may …
A Qualitative Exploration Of Well-Being In Cancer Survivorship: Implications For Counselors, Hallie M. Sylvestro, Lindsey K. Umstead, Heather Delgado, Christopher Lawrence, Keith Mobley, Kelly L. Wester, Andrew Wood
A Qualitative Exploration Of Well-Being In Cancer Survivorship: Implications For Counselors, Hallie M. Sylvestro, Lindsey K. Umstead, Heather Delgado, Christopher Lawrence, Keith Mobley, Kelly L. Wester, Andrew Wood
Adultspan Journal
Adult cancer survivors represent an important–and growing–population that could benefit from counseling services. This study employed consensual qualitative research to examine the well-being experiences of eight cancer survivors. Findings suggest a broad range of changes to individual well-being following cancer diagnosis and treatment, and indicate counseling can provide an ideal setting for processing such changes. Recommendations for counseling practice and future research are provided.
The Hidden Struggle: Challenges Older Women Face In Nevada, Annie Vong
The Hidden Struggle: Challenges Older Women Face In Nevada, Annie Vong
Student Research
In 2020, almost one in five Nevadans was over the age of 65.[1] However, within this age group, women outnumber men due to longer life expectancies[2] and migration patterns. Women over 65 years of age make up an estimated 18.1% of the female population in Nevada.[3] Of the male population in Nevada, 15.1% are over 65 years of age.[4] Older women are less likely to be married, are less likely to have completed a bachelor’s degree, are more likely to drop out of the labor force, and are more likely to be living in poverty in …
Butter Woman, Farmer’S Wife And Housewife Of The Year: Tracing Women In Ireland’S Domestic Food History, Gemma M. Carney
Butter Woman, Farmer’S Wife And Housewife Of The Year: Tracing Women In Ireland’S Domestic Food History, Gemma M. Carney
Dublin Gastronomy Symposium
This article uses three distinct roles to sketch out the influence of women on Ireland’s domestic food history. Drawing on a range of primary and secondary sources including the Irish Butter Museum, the Irish Farmer’s Journal and qualitative interviews the article charts a course for tracing women’s integral role in the maintenance of food culture and traditions through a century of significant social and cultural change. As butter women, farmer’s wives, and housewives, women interacted with state and social structures in ways which demonstrate how patriarchal principles dominated Irish culture and society throughout the twentieth century. The paper concludes that …
The Impact Of Divided Attention Tasks On Stress: Insights From Heart Rate Variability And Galvanic Skin Response, Kira Stefanie Uluave
The Impact Of Divided Attention Tasks On Stress: Insights From Heart Rate Variability And Galvanic Skin Response, Kira Stefanie Uluave
Theses and Dissertations
This study examined the impact of divided attention tasks on stress using physiologic measures. The divided attention conditions included speech tasks (conversation or procedural discourse) and non-speech computer-based tasks (visuospatial, mathematical, language, data entry, or text editing). Participants included 60 adults divided into two groups of 30 by age. The young adult group ranged in age from 18-30 years and the older adults ranged from 55-82 years. Participants were required to perform the speech task and the non-speech task in isolation as well as a speech task performed concurrently with each of the non-speech tasks. The order of the tasks …
Money Matters To All Students, George Padilla, Michelle H. Abrego
Money Matters To All Students, George Padilla, Michelle H. Abrego
i.e.: inquiry in education
The question whether money matters in education strikes at the foundation of America’s democracy—an educated electorate. Despite decades of evidence that money does matter, the question still remains unanswered among many and even answered to the contrary of the evidence. It is important to fully understand that money does matter in American education, American lives, and America’s future and to increase awareness of political and social factors that undermine that money matters for all students to learn.
Intergenerational Technology Codesign In Deprived Coastal Regions, Ray Jones, Rory Baxter, Marius N. Varga, Oksana Hagen, Amir Aly, Dena Bazazian, Alejandro Veliz Reyes, Swen Gaudl
Intergenerational Technology Codesign In Deprived Coastal Regions, Ray Jones, Rory Baxter, Marius N. Varga, Oksana Hagen, Amir Aly, Dena Bazazian, Alejandro Veliz Reyes, Swen Gaudl
School of Nursing and Midwifery
Many coastal and rural areas in Britain are deprived. This regional aspect multiplies the effect of digital exclusion for older people. Younger people in these regions can also be digitally excluded. Codesigning digital technologies, using the natural and heritage resources of such regions would address this, but is rarely done. We present our methods and preliminary results, half-way through a 30-month project to develop novel technologies in extended reality, underwater telepresence, digital social games, and artificial intelligence voice interfaces and to use these assets to tackle digital exclusion. We are taking an intergenerational approach, working with 35 partner organizations, some …
A Multimodal Approach: Implementing Omm For Spinal Surgery Patients' Pain And Anxiety, Summer Barnes
A Multimodal Approach: Implementing Omm For Spinal Surgery Patients' Pain And Anxiety, Summer Barnes
Doctor of Nursing Practice Final Manuscripts
Introduction: The purpose of this evidence-based practice Doctor of Nursing Practice (DNP) project was to encourage thorough assessment of pain and anxiety prior to spinal surgery in order to identify the need for implementation of additional modalities, such as osteopathic interventions for pain and anxiety management. It is pertinent that as holistic providers we address this populations often missed psychological distress and ineffective pharmacological pain regimens to promote better patient outcomes.
Background: Research says there are approximately 1.62 million instrumented spinal procedures performed annually in the United States. Spinal surgery is not uncommon, and neither is the chronic pain and …
Avidity Maturation Of Humoral Response Following Primary And Booster Doses Of Bnt162b2 Mrna Vaccine Among Nursing Home Residents And Healthcare Workers, Oladayo A. Oyebanji, Nicholas Sundheimer, Vaishnavi Ragavapuram, Brigid M. Wilson, Jürgen Bosch, Christopher L. King, David H. Canaday
Avidity Maturation Of Humoral Response Following Primary And Booster Doses Of Bnt162b2 Mrna Vaccine Among Nursing Home Residents And Healthcare Workers, Oladayo A. Oyebanji, Nicholas Sundheimer, Vaishnavi Ragavapuram, Brigid M. Wilson, Jürgen Bosch, Christopher L. King, David H. Canaday
Faculty Scholarship
Infections, despite vaccination, can be clinically consequential for frail nursing home residents (NHR). Poor vaccine-induced antibody quality may add risk for such subsequent infections and more severe disease. We assessed antibody binding avidity, as a surrogate for antibody quality, among NHR and healthcare workers (HCW). We longitudinally sampled 112 NHR and 52 HCWs who received the BNT162b2 mRNA vaccine after each dose up to the Wuhan-BA.4/5-based Omicron bivalent boosters. We quantified anti-spike, anti-receptor binding domain (RBD), and avidity levels to the ancestral Wuhan, Delta, and Omicron BA.1 & 4/5 strains. The primary vaccination series produced substantial anti-spike and RBD levels …
Mental Health And Well-Being Of People Aged 60 And Older Due To Covid-19, Holly Grayson
Mental Health And Well-Being Of People Aged 60 And Older Due To Covid-19, Holly Grayson
Walden Dissertations and Doctoral Studies
Few studies have focused on the experiences of people aged 60 and older during the COVID-19 pandemic. The extent to which COVID-19 affects people 60 or older and their mental and physical health and overall well-being was the focus of this project. This project’s framework and research design was the theoretical framework of gerotranscendence developed by Tornstam and qualitative research methods with 20 open-ended interview questions. The questions focused on different aspects of life to determine the participants’ perceptions of the effect that the COVID-19 pandemic has on mental health and well-being. The interviews were recorded, transcribed, and coded to …
“Shoes Enthused”: The Application Of An Evidence-Based Practice Podiatry Consultation And Footwear Education In Older Adults Living With Diabetes, Alissa Kathleena Gray, Razel Bacuetes Milo
“Shoes Enthused”: The Application Of An Evidence-Based Practice Podiatry Consultation And Footwear Education In Older Adults Living With Diabetes, Alissa Kathleena Gray, Razel Bacuetes Milo
Doctor of Nursing Practice Final Manuscripts
Background: Poorly fitted footwear contributes to falls in older adults living with diabetes, a population that experiences a baseline increased risk for falls in the presence of diabetic peripheral neuropathy. Despite this, baseline data reveals that 72% of older adults wear poorly fitted shoes with suboptimal shoe features1.
Purpose of Project: Adhering to current evidence-based practice guidelines, the two goals of this project were to educate older adults with diabetes on the characteristics of properly fitted footwear and to increase access to properly fitted shoes via a podiatry consultation. Subsequently, the increased number of optimal footwear will decrease …
Fall Reduction In The Home Setting For Older Adults: An Evidenced Based Practice Project, Alison Birnie
Fall Reduction In The Home Setting For Older Adults: An Evidenced Based Practice Project, Alison Birnie
Doctor of Nursing Practice Final Manuscripts
Falls in the elderly over the age of 65 are the highest mechanism of injury in a Level II TraumaCenter in the SanGabriel Valley. In reviewing the data from 2021-2022, there were 20,653 patients over the age of 65 that arrived in the EmergencyDepartment, 12.3% of those patients had falls. The Senior Care Network is a service line of Huntington Hospital whose mission is to support the health and well-being of older adults living in and around Pasadena and the San Gabriel Valley. To meet this mission, the Multipurpose Senior Services Program (MSSP) supports community members 65 and older covered …
Education Program To Increase Compliance With Advance Directive Completion In A Primary Care Setting Among Filipino Americans, Genalin Paglingayen
Education Program To Increase Compliance With Advance Directive Completion In A Primary Care Setting Among Filipino Americans, Genalin Paglingayen
Doctor of Nursing Practice Final Manuscripts
Abstract
Introduction: This evidence-based practice project aimed to provide an education program to Filipino Americans in their preferred language (English or Tagalog) to improve compliance with Advance Directive (AD) completion in a primary care setting. Educating them about AD empowers patients with their decision-making about their health in situations where they are incapacitated and unable to make sound decisions. Moreover, it will eliminate the decision-making problem for family members.
Background: An advance directive is a document that empowers patients to convey their wishes to their healthcare provider when they can no longer decide for themselves. Evidence suggested that …
The Experience Of Nursing Faculty In Uganda Integrating Technology In The Classroom: A Phenomenology Study, Catherine Nankanja
The Experience Of Nursing Faculty In Uganda Integrating Technology In The Classroom: A Phenomenology Study, Catherine Nankanja
Doctoral Dissertations and Projects
The purpose of this transcendental phenomenological study was to understand the lived experiences of nursing faculty in integrating digital technology in the classroom in Uganda. Technology penetration in Uganda, a developing country, is still minimal and as a result little is known about impact of digital technology integration in the nursing education. This study was guided by this central research question: What is the experience of nursing faculty in Uganda in integrating digital technology in the classroom? There were four other sub-questions. The study was founded on the connectivism learning theory, which emphasizes leveraging digital technology in education. However, to …
Using Gerontechnology For Care Transition Conversations In Senior Living, Roschelle L. Fritz, Catherine Van Son, Chris Veloicaza, Stephanie Soriano, Gabrielle Barling
Using Gerontechnology For Care Transition Conversations In Senior Living, Roschelle L. Fritz, Catherine Van Son, Chris Veloicaza, Stephanie Soriano, Gabrielle Barling
ICHRIE Research Reports
Every day across the United States, thousands of senior living organizations assist with housing transition decisions for older adults experiencing health-related changes. These decisions impact resources for older adults and senior housing corporations, yet these decisions are based primarily on subjective observational data regarding older adults’ changes in function or cognition. Smart homes offering continuous, unobtrusive health monitoring with artificial intelligence capabilities are emerging as solutions offering health maintenance support and objective functional and health information. Such systems are well-positioned to support hospitality staff conversing with residents about transitioning from independent to assisted living. Our interdisciplinary nursing research and hospitality …
Sculpting Aesthetic Experiences Through Autistic Indigenous Knowledge, Manuel A. Sánchez Peña
Sculpting Aesthetic Experiences Through Autistic Indigenous Knowledge, Manuel A. Sánchez Peña
Ought: The Journal of Autistic Culture
The intersection between the autistic mind and the experience of aesthetic elements sculpts a distinct lens through which individuals could explain and appreciate the human experience. Differences between neurotypicals and autistics in terms of sensory experience, cognition and communication, combined with knowledge produced by the Philosophy, Psychology, and Anthropology fields in Aesthetics permit the application of the Neurodiversity Paradigm as a source to explain the perception of aesthetics in the collective. The complexity of these experiences in autistic people not only expands deeper comprehension on aesthetic experiences and all its relativisms, but also illustrates neurodiversity as a form of cultural …
Exploring The Therapeutic Synergy: Dance/Movement Therapy And Electroconvulsive Therapy In Geriatric Patient Recovery, Alexandra Niezgoda
Exploring The Therapeutic Synergy: Dance/Movement Therapy And Electroconvulsive Therapy In Geriatric Patient Recovery, Alexandra Niezgoda
Expressive Therapies Capstone Theses
This capstone literature review synthesizes existing independent research on Dance/Movement Therapy (DMT) and Electroconvulsive Therapy (ECT) to provide recommendations for professionals working with geriatric psychiatry patients who are undergoing Electroconvulsive Therapy treatment. This research addresses a gap in alternative care approaches for geriatric patients who are experiencing the side effects of long-term medical procedures. The data collected from this literature review offers evidence to support the use of Bartenieff fundamentals as a recovery tool for Electroconvulsive Therapy patients. Based on pre-existing research there are recommendations provided in the discussion section of this thesis on how to implement a movement group …
Exploring Touch: Art Therapy With Older Adults, Katherine Gilpatrick
Exploring Touch: Art Therapy With Older Adults, Katherine Gilpatrick
Expressive Therapies Capstone Theses
Touch is an incredible tool that allows humans to connect with one another. It is instrumental in art therapy as we work with different populations and materials. Touch can occur in many ways but must be clearly defined in the therapeutic space, especially regarding ethical codes. This paper explored touch within senior living communities across different levels of care, including dementia care. A variety of art materials were used including drawing materials, collage, clay, and digital art. Art experiences were documented and analyzed through journaling and reflective artmaking. Four patterns emerged when examining the results including connection to product, differences …
Supporting South Korea’S Aging Population: How Ai And Iot Acceptance Connects The Young And Old, Bobby Im
Supporting South Korea’S Aging Population: How Ai And Iot Acceptance Connects The Young And Old, Bobby Im
Master's Projects and Capstones
In 2024, South Korea surpassed every other nation by becoming the country with the lowest fertility rate (below 0.7%). Population decline will hinder future ability to care for their aging population and although the government and private corporations are investing millions of dollars on developing Artificial Intelligence-Internet of Things (AI-IoT) devices to support the aging, the acceptance levels and the amount of family support required is undervalued. By examining AI-IoT’s current use and role in South Korea’s public health system this paper shows how intergenerational support helps optimize existing procedures and equipment, increases the level of acceptance and use, and …
Singing The Blues: Sociology/Sociologists In Challenging Times, Karen Young Ph.D., Rodger A. Bates
Singing The Blues: Sociology/Sociologists In Challenging Times, Karen Young Ph.D., Rodger A. Bates
The Journal of Public and Professional Sociology
Numerous challenges confront higher education in post-pandemic America. Demographics, inflation, political conflict and technology have altered the environment of higher education. In particular, sociology has struggled to maintain enrollment, program appeal and relevance. In Georgia, sociology is at a crossroads for students, faculty and the future of the discipline.
2024.05.16 - Academic/Student Affairs, Enrollment, And Technology Committee Meeting Miutes, Northeastern Illinois University Board Of Trustees
2024.05.16 - Academic/Student Affairs, Enrollment, And Technology Committee Meeting Miutes, Northeastern Illinois University Board Of Trustees
Board of Trustees - 2024
Meeting materials for the NEIU Academic/Student Affairs, Enrollment and Technology Committee
The Role Of Mating Effort And Co-Residence History In Step-Grandparental Investment, Jenni E. Pettay, David A. Coall, Mirkka Danielsbacka, Antti O. Tanskanen
The Role Of Mating Effort And Co-Residence History In Step-Grandparental Investment, Jenni E. Pettay, David A. Coall, Mirkka Danielsbacka, Antti O. Tanskanen
Research outputs 2022 to 2026
The prevalence of divorce in both parental and grandparental generations has led to a rise in the number of children who now have families that include both biological and step-grandparents. Despite the thorough examination of biological grandparents' contributions in the recent literature, there remains a scarcity of studies focusing on the investment of step-grandparents. Using population-based data from a sample of 2494 parents in Germany, we assessed grandparental investment through financial support and assistance with childcare of grandparents (N = 4238) and step-grandparents (N = 486). The study revealed that step-grandparents provided lower levels of investment in their grandchildren compared …
Assessment Of Gait, Balance, And Falls In Individuals With Neurodegenerative Diseases, Lauren Tueth
Assessment Of Gait, Balance, And Falls In Individuals With Neurodegenerative Diseases, Lauren Tueth
WUSM Theses and Dissertations – All Programs
Neurodegenerative diseases are a group of disorders that impact the brain and lead to neuronal degeneration. This degeneration causes many different symptoms, which are often grouped into motor, cognitive, and psychiatric domains. Individuals with these disorders can experience symptoms from multiple domains at the same time, but little is known about how these distinct symptoms may impact each other.
In Chapter 2, we explored the intersection of balance and cognitive impairment in individuals with Alzheimer disease (AD). AD is traditionally discussed in the context of the dementia symptoms, but people with AD also experience motor deficits. Falls are a huge …
Exploring Complex Daily Tasks In Preclinical Alzheimer Disease, Audrey A. Keleman
Exploring Complex Daily Tasks In Preclinical Alzheimer Disease, Audrey A. Keleman
WUSM Theses and Dissertations – All Programs
Alzheimer disease (AD) is a slowly progressive neurodegenerative disorder marked by a gradual decline in cognitive functions and ability to perform daily activities. AD begins with a clinically silent period in which pathological abnormalities accumulate in the brain before cognitive impairments occur (i.e., while individuals remain cognitively normal [CN]). This stage is known as preclinical AD and can last up to two decades. It can be identified by measuring biomarkers of AD using neuroimaging or biofluid techniques. In the United States alone, it is estimated that nearly 46 million individuals are in the preclinical stage of AD and at risk …
Understanding Older People’S Voice Interactions With Smart Voice Assistants: A New Modified Rule-Based Natural Language Processing Model With Human Input, Zhengxu Yan, Victoria Dube, Judith Heselton, Kate Johnson, Changmin Yan, Valerie Jones, Julie Blaskewicz Boron, Marcia Shade
Understanding Older People’S Voice Interactions With Smart Voice Assistants: A New Modified Rule-Based Natural Language Processing Model With Human Input, Zhengxu Yan, Victoria Dube, Judith Heselton, Kate Johnson, Changmin Yan, Valerie Jones, Julie Blaskewicz Boron, Marcia Shade
College of Journalism and Mass Communications: Faculty Publications
The COVID-19 pandemic has expedited the integration of Smart Voice Assistants (SVA) among older people. The qualitative data derived from user commands on SVA is pivotal for elucidating the engagement patterns of older individuals with such systems. However, the sheer volume of user-generated voice interaction data presents a formidable challenge for manual coding. Compounding this issue, age-related cognitive decline and alterations in speech patterns further complicate the interpretation of older users’ SVA voice interactions. Conventional dictionary-based textual analysis tools, which count word frequencies, are inadequate in capturing the evolving and communicative essence of these interactions that unfold over a series …