Multilevel Latent Differential Structural Equation Model with Short Time Series and Time-Varying Covariates: A Comparison of Frequentist and Bayesian Estimators.

Continuous-time modeling using differential equations is a promising technique to model change processes with longitudinal data. Among ways to fit this model, the Latent Differential Structural Equation Modeling (LDSEM) approach defines latent derivative variables within a structural equation modeling (SEM) framework, thereby allowing researchers to leverage advantages of the SEM framework for model building, estimation, inference, and comparison purposes. Still, a few issues remain unresolved, including performance of multilevel variations of the LDSEM under short time lengths (e.g., 14 time points), particularly when coupled multivariate processes and time-varying covariates are involved. Additionally, the possibility of using Bayesian estimation to facilitate the estimation of multilevel LDSEM (M-LDSEM) models with complex and higher-dimensional random effect structures has not been investigated. We present a series of Monte Carlo simulations to evaluate three possible approaches to fitting M-LDSEM, including: frequentist single-level and two-level robust estimators and Bayesian two-level estimator. Our findings suggested that the Bayesian approach outperformed other frequentist approaches. The effects of time-varying covariates are well recovered, and coupling parameters are the least biased especially using higher-order derivative information with the Bayesian estimator. Finally, an empirical example is provided to show the applicability of the approach.

The Social Context of Partnered Older Adults' Insomnia Symptoms.

The current study included an examination of social factors that mitigate or exacerbate insomnia symptoms among older adults who are married or living with a partner. We first examined the unique effects of spousal support and strain on insomnia symptoms and then evaluated the degree to which extramarital social factors (e.g., friend support) moderated spousal influences. Data came from Waves 2 and 3 of the National Social Life, Health, and Aging Project. Our sample consisted of 495 participants who were either married or cohabitating with a partner (M age in years = 69.84, SD = 8.08). Spousal strain-but not support-predicted higher insomnia symptoms 5 years later. Spousal influences on sleep, however, were moderated by extramarital factors in nuanced ways. Findings highlight the importance of taking into account older adults' wider social context when examining the ways in which sleep is sensitive to positive and negative aspects of marital quality.

Dyadic Links Between Health Changes and Well-Being: The Role of Non-Spousal Confidants.

Although the marital relationship is often the primary source of emotional support in adulthood, sole reliance on the spouse to discuss health-related issues may be harmful to the well-being of both partners. The first aim of this study was to examine whether declines in health during later life would be associated with poorer psychological well-being in self and partner. We further investigated whether declining health would have a stronger impact on own and partner psychological well-being in the absence of non-spousal health confidants. Longitudinal actor-partner interdependence models (APIMs) were used to test both hypotheses with dyadic data from Wave 2 (2010-2011) and Wave 3 (2015-2016) of the National Social Life, Health, and Aging Project (NSHAP). Contrary to prediction, increased anxiety following spousal declines in gait speed and cognitive function occurred for those whose spouse did (rather than did not) have additional health confidants. A much fuller understanding is needed in regard to whether close relationships provide resources or present unwanted complications to dyadic coping, and the processes by which effects occur.

Family Caregiving for Older Adults.

Family members are the primary source of support for older adults with chronic illness and disability. Thousands of published empirical studies and dozens of reviews have documented the psychological and physical health effects of caregiving, identified caregivers at risk for adverse outcomes, and evaluated a wide range of intervention strategies to support caregivers. Caregiving as chronic stress exposure is the conceptual driver for much of this research. We review and synthesize the literature on the impact of caregiving and intervention strategies for supporting caregivers. The impact of caregiving is highly variable, driven largely by the intensity of care provided and the suffering of the care recipient. The intervention literature is littered with many failures and some successes. Successful interventions address both the pragmatics of care and the emotional toll of caregiving. We conclude with both research and policy recommendations that address a national agenda for caregiving.

Older adults' social network and support and its association with physical activity.

The purpose of this study was to describe older adults' social network and support during a physical activity intervention and its association with physical activity. Mixed methods were used for this secondary analysis of existing data from a physical activity intervention. Seventy-three participants who completed a session by telephone on using support comprised the sample. Participants reported on average approximately eight individuals in their social network. Half reported support for physical activity from a spouse/partner, adult child, or friend. Those who perceived support for self-reported physical activity tended to have greater improvements on average from baseline for mean daily minutes of physical activity than those with no perceived support. Four-fifths developed a plan for a spouse/partner, friend, adult child, or sibling to provide physical activity support. Participants reported that the session was helpful and increased their confidence in using support; over one-quarter intended to use support after the intervention ended.

Psychological Adjustment of Aging Vietnam Veterans: The Role of Social Network Ties in Reengaging with Wartime Memories.

It is projected that by 2020 there will be 8.7 million veterans over the age of 65 years, more than half (64%) of whom served during the Vietnam War. The effects of military service on mental health and well-being may be more pronounced later in life among those who served in Vietnam than prior cohorts of veterans. Many veterans confront and rework their wartime memories later in life in an attempt to find meaning and coherence, engaging in a process referred to as Later-Adulthood Trauma Reengagement (LATR). LATR often occurs in the context of other stressors that are a normative part of aging, such as role transitions (e.g., retirement), declines in physical health, and the death of close others (e.g., spouses), perhaps because these events trigger reminiscence. Importantly, LATR may result in either positive (e.g., acceptance) or negative (e.g., distress) psychological outcomes. It has been suggested that the presence of social/environmental resources, including socioemotional support, may aid veterans in successfully navigating LATR. We, therefore, review relevant areas of research to delineate the role that various layers of social context may play in -helping - or hindering - aging Vietnam veterans as they navigate LATR in the context of normative late-life stressors. We conclude by offering fruitful directions for future research and applied implications for intervention efforts.

Daily Sedentary Behavior Predicts Pain and Affect in Knee Arthritis.

BACKGROUND: Sedentary behavior (SB), which has been linked with numerous adverse health outcomes, is prevalent among adults with osteoarthritis (OA). The associations between SB and daily physical and psychological health outcomes for OA patients, however, have received little attention. PURPOSE: Using accelerometer and self-report data, the current study examined how the amount of time OA patients spent in SB was associated with their pain and affect in daily life, independent of physical activity. METHODS: Over 22 days, 143 older adults (mean age = 65 years) with knee OA wore an accelerometer to measure SB and physical activity, and also reported their pain and affect three times a day using a handheld computer. Multilevel analyses were conducted to examine the prospective within-person associations between SB and subsequent pain or affect within the same day and across days, independent of physical activity. RESULTS: The time spent in SB daily predicted less pain but worse affect at the end of that day, above and beyond the effects of physical activity, as well as demographics and individual differences in general health and depression. Moreover, cross-day lagged analyses indicated that time spent in SB on 1 day predicted higher negative affect the next morning. Finally, the average level of SB was also associated with worse average affect at the between-person level. CONCLUSIONS: SB may be related to less pain in the short term but detract from patients' emotional well-being. Future intervention should aim to reduce daily SB to improve OA patients' emotional well-being.

A Couples-Oriented Intervention for Positive Airway Pressure Therapy Adherence: A Pilot Study of Obstructive Sleep Apnea Patients and Their Partners.

Background: Partner involvement can influence positive airway pressure (PAP) therapy use among patients with obstructive sleep apnea (OSA). This study assessed the feasibility, acceptability, and preliminary efficacy of a couples-oriented education and support (CES) intervention for PAP adherence. Participants: Thirty newly diagnosed OSA patients and their partners were randomly assigned to one of three groups: an education and support intervention directed at both patient and partner (CES), an education and support intervention directed only at the patient (PES), or usual care (UC). Methods: Feasibility and acceptability were assessed through enrollment and posttreatment program evaluations, respectively. Assessments of sleep quality, daytime sleepiness, and daytime function were obtained from both patients and partners at baseline and 3 months after PAP initiation. Objective PAP adherence was assessed at 1 week, 1 month, and 3 months. Results: Recruitment and attrition data suggest adequate feasibility. All patients and partners in the CES group reported that the intervention was helpful. Patients in the CES and PES groups increased their PAP adherence over the first month of treatment, whereas PAP adherence decreased over this period in the UC group. For patients, large to medium effects for sleep quality (d = -1.01), daytime sleepiness (d = -0.51), and daytime function (d = 0.51) were found for the CES group. The PES and UC groups effect sizes were large to small for sleep quality (d = -0.94; d = -0.40), daytime sleepiness (d = -0.42; d = -0.82), and daytime function (d = 0.41; d = 0.57), respectively. For partners, large effects for daytime sleepiness (d = -1.31) and daytime function (d = 1.54) and small to medium effect for sleep quality (d = -0.31) were found for the CES group. Worsening of sleep quality (d = 0.65) and no change in daytime sleepiness or daytime function were found for the PES group. For the UC group, medium to large effects were found for sleep quality (d = -0.77), daytime sleepiness (d = -0.77), and daytime function (d = 0.65). Conclusions: The findings of this pilot study provide support for taking a couples intervention approach to improve PAP adherence.

Daily Marital Tension and Symptom Severity in Older Adults With Diabetes or Osteoarthritis.

Background: Greater marital quality is associated with better psychological and physical health. The quality of daily marital interactions is likely to be especially important for individuals with chronic illness, but this question has received little attention. Purpose: Using data from two diary studies, the current study examined whether individuals with chronic illness would experience more severe symptoms on days with more marital tension due in part to greater negative affect on those days. Methods: The samples included individuals with knee osteoarthritis (OA, N = 145) or type 2 diabetes mellitus (T2DM, N = 129) and their spouses. Participants reported on daily marital interaction quality, affect, and symptom severity (patients only) for 22 days (knee OA) or 24 days (T2DM). Separate multilevel models were run for patients and spouses, controlling for the partner's marital tension and negative affect as well as both partners' daily marital enjoyment and positive affect. We examined same-day and across-day associations. Results: For individuals with T2DM or knee OA, more severe symptoms on days with more marital tension were due in part to their greater negative affect on those days. Individuals with knee OA who experienced more pain had more negative affect and marital tension the next day. Conclusions: Negative marital interactions may exacerbate physical symptoms. Effects of daily marital tension likely accumulate over time and have long-term implications for health.

Daily Spousal Responsiveness Predicts Longer-Term Trajectories of Patients' Physical Function.

Everyday interpersonal experiences may underlie the well-established link between close relationships and physical health, but multiple-timescale designs necessary for strong conclusions about temporal sequence are rarely used. The current study of 145 patients with knee osteoarthritis and their spouses focused on a novel pattern in everyday interactions, daily spousal responsiveness-the degree to which spouses' responses are calibrated to changes in patients' everyday verbal expression of pain. Using couple-level slopes, multilevel latent-variable growth models tested associations between three types of daily spousal responsiveness (empathic, solicitous, and punishing responsiveness), as measured during a 3-week experience-sampling study, and change in patients' physical function across 18 months. As predicted, patients whose spouses were more empathically responsive to their pain expression showed better physical function over time compared with those whose spouses were less empathically responsive. This study points to daily responsiveness, a theoretically rooted operationalization of spousal sensitivity, as important for long-term changes in patients' objective physical function.

Rest-activity rhythm and sleep characteristics associated with depression symptom severity in strained dementia caregivers.

Depression is associated with disturbances to sleep and the 24-h sleep-wake pattern (known as the rest-activity rhythm: RAR). However, there remains a need to identify the specific sleep/RAR correlates of depression symptom severity in population subgroups, such as strained dementia caregivers, who are at elevated risk for major depressive disorder. We assessed the cross-sectional associations of sleep/RARs with non-sleep depression symptom severity among 57 (mean age: 74 years, standard deviation: 7.4) strained dementia caregivers who were currently without clinical depression. We derived sleep measures from polysomnography and actigraphy, modelled RARs using a sigmoidally transformed cosine curve and measured non-sleep depression symptom severity using the Hamilton Depression Rating Scale (HRDS) with sleep items removed. The following sleep-wake measures were associated with greater depression symptom severity (absolute Spearman's correlations ranged from 0.23 to 0.32): more time awake after sleep onset (WASO), higher RAR middle level (mesor), relatively shorter active periods (alpha), earlier evening settling time (down-mesor) and less steep RARs (beta). In multivariable analysis, high WASO and low RAR beta were associated independently with depression symptom severity. Predicted non-sleep HDRS means (95% confidence intervals) in caregivers with and without these characteristics were: normal WASO/beta = 3.7 (2.3-5.0), high WASO/normal beta = 5.5 (3.5-7.6), normal WASO/low beta = 6.3 (3.6-8.9) and high WASO/low beta = 8.1 (5.3-10.9). Thus, in our sample of strained caregivers, greater sleep fragmentation (WASO) and less sustained/sharply segregated resting and active periods (low RAR beta) correlate uniquely with depression symptom severity. Longitudinal studies are needed to establish whether these independent sleep-wake correlates of depression symptoms explain heightened depression risk in dementia caregivers.

Patient and Partner Experiences With Obstructive Sleep Apnea and CPAP Treatment: A Qualitative Analysis.

Few studies have investigated factors associated with continuous positive airway pressure (CPAP) treatment for sleep apnea from the patients' and their partners' perspective. This qualitative research study explored patients' and partners' experiences of CPAP and facilitators and barriers to CPAP use, and elicited suggestions for a first-time CPAP user program. Data from 27 participants were collected via four sleep apnea patient and four partner focus groups. Qualitative content analysis identified five themes: knowledge of sleep apnea, effects of sleep apnea, effects of CPAP, barriers and facilitators of CPAP, and ideas for a new user support program. Patients and partners emphasized the importance of partner involvement in the early CPAP treatment period. These data suggest consideration of a couple-oriented approach to improving CPAP adherence.

Avoidant Coping and Poor Sleep Efficiency in Dementia Caregivers.

OBJECTIVES: Caring for a spouse with dementia is a source of chronic stress and is associated with a heightened prevalence of self-reported sleep problems. Styles and strategies for coping with stress have been associated with objective measures of sleep in non-caregiver populations. The current study evaluated relationships between caregiver coping style and sleep disturbance using in-home polysomnography. METHODS: Sixty spousal caregivers (mean [standard deviation] age = 73.31 [7.05] years; 81.7% female) completed the Brief Cope, the Hamilton Rating Scale for Depression, and three nights of in-home polysomnography. Participants were categorized into two groups based on the presence or absence of clinically significant low sleep efficiency (<80%). A factor analysis of the Brief Cope yielded higher-order factors that included approach coping and avoidant coping (explained variance, 27.2% and 16.9%, respectively). Coping factors were entered into a binary logistic regression predicting sleep efficiency group while controlling for sleep apnea, medication use, and depression, as measured by the Hamilton Rating Scale for Depression. RESULTS: In fully adjusted models, for each unit increase on the avoidant coping factor, participants were 3.4 times more likely to be classified in the low sleep efficiency group (B = 1.224, χ2(1) = 4.967, p = .026, exp(B) = 3.401, 95% confidence interval = 1.159-9.981). Approach coping was unrelated to sleep efficiency in both adjusted and unadjusted models. CONCLUSIONS: These findings highlight the importance of coping among caregivers and indicate that avoidant coping may be a modifiable predictor of sleep disturbance in conditions of chronic stress.

The effects of daily mood and couple interactions on the sleep quality of older adults with chronic pain.

We examined the effect of daily negative and positive mood on the sleep quality of knee osteoarthritis (OA) patients (N = 152) and whether a partner's daily responses to a patient's pain behaviors moderated these associations. Patients and their partners completed a baseline interview and 22 daily diary assessments. After controlling for demographic characteristics, OA severity, comorbidities, medication use, relationship satisfaction, and depressed mood, multilevel modeling analyses demonstrated main effects of negative and positive mood on sleep quality indicators. Mood and partner responses interacted such that high solicitous and punishing responses strengthened the association between negative mood and worse sleep. Further, high solicitous responses increased the degree of association between low positive mood and poor sleep, and empathic responses combined with positive mood were associated with better sleep. Results demonstrate that daily negative and positive mood fluctuations can interact with partner responses to affect sleep quality among older adults with chronic pain.

Spouse confidence in self-efficacy for arthritis management predicts improved patient health.

BACKGROUND: In addition to patient self-efficacy, spouse confidence in patient efficacy may also independently predict patient health outcomes. However, the potential influence of spouse confidence has received little research attention. PURPOSE: The current study examined the influence of patient and spouse efficacy beliefs for arthritis management on patient health. METHODS: Patient health (i.e., arthritis severity, perceived health, depressive symptoms, lower extremity function), patient self-efficacy, and spouse confidence in patients' efficacy were assessed in a sample of knee osteoarthritis patients (N = 152) and their spouses at three time points across an 18-month period. Data were analyzed using structural equation models. RESULTS: Consistent with predictions, spouse confidence in patient efficacy for arthritis management predicted improvements in patient depressive symptoms, perceived health, and lower extremity function over 6 months and in arthritis severity over 1 year. CONCLUSIONS: Our findings add to a growing literature that highlights the important role of spouse perceptions in patients' long-term health.

Effects of Receiving Pain-Related Support on Psychological Well-Being: The Moderating Roles of Emotional Responses to Support.

OBJECTIVES: We investigated whether receiving greater pain-related instrumental support is associated with poorer psychological well-being among chronic pain patients who report less positive (e.g., grateful) or more negative (e.g., angry) emotional responses to support. METHODS: We conducted regression analyses, utilizing data from two waves of interviews with 152 knee osteoarthritis patients. Three indicators of psychological well-being were examined: depressive symptoms, positive affect, and negative affect. RESULTS: Receiving greater support was associated with poorer psychological well-being at baseline, as well as higher depressive symptoms and negative affect at the 18-month follow-up, only among patients with low positive emotional responses to support. Furthermore, receiving greater support was related to poorer psychological well-being at baseline only among patients with high negative emotional responses to support. DISCUSSION: Care recipients' less positive emotional responses to support may be a risk factor for poorer psychological well-being in both the short- and long-term, when receiving greater support.

Magnitude and causes of bias among family caregivers rating Alzheimer disease patients.

OBJECTIVE: Family caregivers generally underestimate the health and well-being of Alzheimer disease (AD) patients when compared to patients' self-assessments. The goals of this study were to identify caregiver, patient, and contextual factors associated with caregiver rating bias. METHODS: One hundred five patients with AD, along with their family caregivers, were assessed twice by trained interviewers 1-year apart. In separate interviews, caregivers were asked to rate the quality of life and suffering of their patient relative, and patients provided self-ratings using the same structured instruments. Multivariate cross-sectional and longitudinal analyses were used to identify predictors of caregiver-patient discrepancies. RESULTS: Caregivers consistently reported significantly higher levels of suffering and lower levels of quality of life than patients. Caregiver psychological well-being and health status accounted for a substantial portion of the difference in caregiver and patient ratings in both cross-sectional and longitudinal analyses. Caregiver depression and burden were consistently positively associated with the magnitude of caregiver-patient discrepancy, and caregiver health status was negatively associated with the size of the discrepancy. CONCLUSIONS: Caregiver assessments of dementia patients may determine the type and frequency of treatment received by the patient, and caregivers' ability to reliably detect change in patient status can play a critical role in evaluating the efficacy of therapeutic interventions and pharmacologic agents. Clinicians and researchers working with dementia patients who rely on caregiver reports of patient status should be sensitive to the health and well-being of the caregiver and recognize that caregiver assessments may be negatively biased when the caregiver's own well-being is compromised.

Daily spousal influence on physical activity in knee osteoarthritis.

BACKGROUND: Physical activity is critical for the management of knee osteoarthritis, and the spouse may play a role in encouraging or discouraging physical activity. PURPOSE: The purpose of this study was to examine four types of spousal influence-spouses' daily activity, autonomy support, pressure, and persuasion-on the daily physical activity of adults living with knee osteoarthritis. METHODS: A total of 141 couples reported their daily experiences for 22 days using a handheld computer and wore an accelerometer to measure moderate activity and steps. RESULTS: Spouses' autonomy support for patient physical activity, as well as their own level of activity, was concurrently associated with patients' greater daily moderate activity and steps. In addition, on days when male patients perceived that spouses exerted more pressure to be active, they spent less time in moderate activity. CONCLUSIONS: Couple-oriented interventions for knee osteoarthritis should target physical activity in both partners and spousal strategies for helping patients stay active.

Caregiver attributions for late-life depression and their associations with caregiver burden.

Late-life depression (LLD) has detrimental effects on family caregivers that may be compounded when caregivers believe that depressive behaviors are volitional or within the patient's capacity to control. In this study we examined three person-centered caregiver attributions that place responsibility for LLD on the patient (i.e., character, controllability, and intention), and the impact of such attributions on levels of general caregiver burden and burden specific to patient depressive symptoms. Participants were 212 spouses and adult children of older adults enrolled in a depression treatment study. Over one third of caregivers endorsed character attributions, which significantly predicted greater levels of both general and depression-specific burden. Intention attributions were significantly associated with general burden, but not depression-specific burden. Contrary to our expectation, controllability attributions did not predict either type of burden. Our findings suggest that the assessment of family caregiver attributions for LLD may be useful in identifying caregivers at risk for burden and subsequent health effects, as well as those who may need education and support to provide effective care to a vulnerable population of older adults.

Patient Responses to the Term Pain Catastrophizing: Thematic Analysis of Cross-sectional International Data.

Pain catastrophizing is understood as a negative cognitive and emotional response to pain. Researchers, advocates and patients have reported stigmatizing effects of the term in clinical settings and the media. We conducted an international study to investigate patient perspectives on the term pain catastrophizing. Open-ended electronic patient and caregiver proxy surveys were promoted internationally by collaborator stakeholders and through social media. 3,521 surveys were received from 47 countries (77.3% from the U.S.). The sample was mainly female (82.1%), with a mean age of 41.62 (SD 12.03) years; 95% reported ongoing pain and pain duration > 10 years (68.4%). Forty-five percent (n = 1,295) had heard of the term pain catastrophizing; 12% (n = 349) reported being described as a 'pain catastrophizer' by a clinician with associated high levels of feeling blamed, judged, and dismissed. We present qualitative thematic data analytics for responses to open-ended questions, with 32% of responses highlighting the problematic nature of the term. We present the patients' perspective on the term pain catastrophizing, its material effect on clinical experiences, and associations with negative gender stereotypes. Use of patient-centered terminology may be important for favorably shaping the social context of patients' experience of pain and pain care. PERSPECTIVE: Our international patient survey found that 45% had heard of the term pain catastrophizing, about one-third spontaneously rated the term as problematic, and 12% reported the term was applied to them with most stating this was a negative experience. Clinician education on patient-centered terminology may improve care and reduce stigma.