Phone behaviour and its relationship to loneliness in older adults

Objectives: Loneliness and social isolation are two important health outcomes among older adults. Current assessment of these outcomes relies on self-report which is susceptible to bias. This paper reports on the relationship between loneliness and objective measures of isolation using a phone monitoring device. Method: Phone monitors were installed in the homes of 26 independent elderly individuals from the ORCATECH Life Laboratory cohort (age 86 ± 4.5, 88% female) and used to monitor the daily phone usage for an average of 174 days. Loneliness was assessed using the 20-item University of California Los Angeles (UCLA) Loneliness scale. A mixed effects negative binomial regression was used to model the relationship between loneliness and social isolation, as assessed using the total number of calls, controlling for cognitive function, pain, age, gender, and weekday. A secondary analysis examined the differential effect of loneliness on incoming and outgoing calls. Results: The average UCLA Loneliness score was 35.3 ± 7.6, and the median daily number of calls was 4. Loneliness was negatively associated with telephone use (IRR = 0.99, p < 0.05). Daily phone use was also associated with gender (IRR = 2.03, p < 0.001) and cognitive status (IRR = 1.51, p < 0.001). The secondary analysis revealed that loneliness was significantly related to incoming (IRR = 0.98, p < 0.01) but not outgoing calls. Conclusions: These results demonstrate the close relationship between loneliness and social isolation, showing that phone behaviour is associated with emotional state and cognitive function. Because phone behaviour can be monitored unobtrusively, it may be possible to sense loneliness levels in older adults using objective assessments of key aspects of behaviour.

[1]  David Mattern,et al.  Instrumental Activities , 1936 .

[2]  H. S. Sullivan The interpersonal theory of psychiatry , 1953 .

[3]  A. Jensen,et al.  The Stroop color-word test: a review. , 1966, Acta psychologica.

[4]  R. Weiss,et al.  Loneliness: The Experience of Emotional and Social Isolation. , 1975 .

[5]  V. Sermat Sources of Loneliness. , 1978 .

[6]  Barton J. Hirsch,et al.  Psychological dimensions of social networks: A multimethod analysis , 1979 .

[7]  D. Russell,et al.  The revised UCLA Loneliness Scale: concurrent and discriminant validity evidence. , 1980, Journal of personality and social psychology.

[8]  D. Wechsler WAIS-R manual : Wechsler adult intelligence scale-revised , 1981 .

[9]  Letitia Anne Peplau,et al.  Loneliness: A Sourcebook of Current Theory, Research and Therapy. , 1984 .

[10]  K. Davis,et al.  A new rating scale for Alzheimer's disease. , 1984, The American journal of psychiatry.

[11]  Letitia Anne Peplau,et al.  Loneliness Research: Basic Concepts and Findings , 1985 .

[12]  J. House,et al.  Social relationships and health. , 1988, Science.

[13]  Nikolaos Gkantidis,et al.  Clinical Significance , 2022, The SAGE Encyclopedia of Research Design.

[14]  T. Tombaugh,et al.  The Mini‐Mental State Examination: A Comprehensive Review , 1992, Journal of the American Geriatrics Society.

[15]  Daniel Commenges,et al.  Instrumental Activities of Daily Living as a Screening Tool for Cognitive Impairment and Dementia in Elderly Community Dwellers , 1992, Journal of the American Geriatrics Society.

[16]  J. Morris The Clinical Dementia Rating (CDR) , 1993, Neurology.

[17]  R. Davies,et al.  Social Isolation and Loneliness in Old Age: Review and Model Refinement , 1996, Ageing and Society.

[18]  D. Russell UCLA Loneliness Scale (Version 3): reliability, validity, and factor structure. , 1996, Journal of personality assessment.

[19]  Benjamin H. Gottlieb,et al.  Social support measurement and intervention: A guide for health and social scientists. , 2000 .

[20]  L. Kiser,et al.  Social Support Measurement and Intervention: A Guide for Health and Social Scientists. , 2001 .

[21]  John T. Cacioppo,et al.  Do Lonely Days Invade the Nights? Potential Social Modulation of Sleep Efficiency , 2002, Psychological science.

[22]  Y. Amichai-Hamburger,et al.  Loneliness and Internet use , 2003, Comput. Hum. Behav..

[23]  Andrew Steptoe,et al.  Loneliness and neuroendocrine, cardiovascular, and inflammatory stress responses in middle-aged men and women , 2004, Psychoneuroendocrinology.

[24]  R S Wilson,et al.  Social resources and cognitive decline in a population of older African Americans and whites , 2004, Neurology.

[25]  Heather L. Urry,et al.  Social relationships, sleep quality, and interleukin-6 in aging women. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[26]  Alex Pentland,et al.  Reality mining: sensing complex social systems , 2006, Personal and Ubiquitous Computing.

[27]  E. Gullone,et al.  The clinical significance of loneliness: a literature review. , 2006, Clinical psychology review.

[28]  T. Strandberg,et al.  Social Contacts and Their Relationship to Loneliness among Aged People – A Population-Based Study , 2006, Gerontology.

[29]  J. Schneider,et al.  Loneliness and risk of Alzheimer disease. , 2007, Archives of general psychiatry.

[30]  L. Hawkley,et al.  Aging and Loneliness , 2007 .

[31]  A. Barabasi,et al.  Quantifying social group evolution , 2007, Nature.

[32]  David Lazer,et al.  Inferring friendship network structure by using mobile phone data , 2009, Proceedings of the National Academy of Sciences.

[33]  Jerome Kagan,et al.  Loneliness: Human Nature and the Need for Social Connection , 2009 .

[34]  E. Cornwell,et al.  Measuring social isolation among older adults using multiple indicators from the NSHAP study. , 2009, The journals of gerontology. Series B, Psychological sciences and social sciences.

[35]  Kristopher J Preacher,et al.  Loneliness impairs daytime functioning but not sleep duration. , 2010, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[36]  Timothy B. Smith,et al.  Social Relationships and Mortality Risk: A Meta-analytic Review , 2010, PLoS medicine.

[37]  L. Hawkley,et al.  Loneliness Matters: A Theoretical and Empirical Review of Consequences and Mechanisms , 2010, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[38]  Misha Pavel,et al.  Estimation of rest-activity patterns using motion sensors , 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

[39]  H. Litwin,et al.  Social network type and subjective well-being in a national sample of older Americans. , 2011, The Gerontologist.

[40]  M. Pavel,et al.  Intelligent Systems For Assessing Aging Changes: home-based, unobtrusive, and continuous assessment of aging. , 2011, The journals of gerontology. Series B, Psychological sciences and social sciences.

[41]  F. Alpass,et al.  The Effects of Types of Social Networks, Perceived Social Support, and Loneliness on the Health of Older People , 2011, Journal of aging and health.

[42]  Ye Luo,et al.  Loneliness, health, and mortality in old age: a national longitudinal study. , 2012, Social science & medicine.

[43]  Misha Pavel,et al.  SVM to detect the presence of visitors in a smart home environment , 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[44]  M. Pavel,et al.  Person-specific change in home computer use predicts the development of mild cognitive impairment (MCI) , 2013, Alzheimer's & Dementia.

[45]  Ian J. Deary,et al.  Which Social Network or Support Factors are Associated with Cognitive Abilities in Old Age? , 2013, Gerontology.

[46]  Fanglin Chen,et al.  StudentLife: assessing mental health, academic performance and behavioral trends of college students using smartphones , 2014, UbiComp.

[47]  Misha Pavel,et al.  Unobtrusive In-Home Detection of Time Spent Out-of-Home With Applications to Loneliness and Physical Activity , 2014, IEEE Journal of Biomedical and Health Informatics.

[48]  Benjamin Cornwell,et al.  The health benefits of network growth: new evidence from a national survey of older adults. , 2015, Social science & medicine.

[49]  Stewart G. Armitage,et al.  An Analysis of Certain Psychological Tests Used for the Evaluation of Brain Injury , 2017 .