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1.
Pain Manag Nurs ; 25(4): 354-362, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38729848

ABSTRACT

OBJECTIVE: This study aims to examine the complex nature of opioid use disorder (OUD) in chronic noncancer pain (CNCP) by exploring its antecedents, attributes, consequences, and interrelated concepts. DESIGN: A systematic literature review was conducted to gather relevant studies published between 2015 and 2022, utilizing the CINAHL, MEDLINE, PsycINFO, and PubMed databases. DATA SOURCES: The selected databases provided a comprehensive range of articles related to OUD in CNCP, ensuring a comprehensive topic analysis. METHODS: Twenty-two articles meeting the inclusion criteria were included in the analysis. These articles were critically reviewed and analyzed to identify key themes and concepts related to OUD in CNCP. RESULTS: The findings of this study shed light on the multifaceted aspects of OUD in CNCP, including its antecedents, such as goals of physical function improvement, prescription of opioids for CNCP, social influences, and mental health dynamics. The attributes of OUD in CNCP were identified as chronic pain, noncancer pain, opioid use, misuse, and abuse. OUD's consequences in CNCP include impaired functioning, increased health risks, psychological distress, social challenges, and economic burden. CONCLUSION: Understanding the complexity of OUD in CNCP is crucial for improving patient outcomes. Collaborative efforts among healthcare systems, regulatory bodies, and professional organizations are needed to develop policies promoting safe and effective pain management while mitigating risks associated with opioid use in CNCP. IMPLICATIONS FOR PRACTICE: Implementing policy recommendations derived from this study enhances care and outcomes for individuals with CNCP. By addressing complex issues of OUD in CNCP and adopting evidence-based practices, healthcare providers can optimize pain management and promote well-being in CNCP patients.


Subject(s)
Analgesics, Opioid , Chronic Pain , Opioid-Related Disorders , Humans , Chronic Pain/drug therapy , Chronic Pain/psychology , Opioid-Related Disorders/psychology , Opioid-Related Disorders/complications , Analgesics, Opioid/therapeutic use , Concept Formation , Pain Management/methods , Pain Management/standards
2.
Chronic Illn ; 20(1): 173-183, 2024 03.
Article in English | MEDLINE | ID: mdl-37151042

ABSTRACT

OBJECTIVES: To understand behaviors and attitudes of adults with diabetes who read their clinicians' visit notes. METHODS: By linking a large 2017 patient survey involving three institutions with administrative and portal use data, we identified patients with diabetes mellitus from outpatient records and examined reading behaviors related to eligible notes-initial, follow-up, history and physical, and progress notes. We analyzed patients' perceived benefits of reading notes. RESULTS: 2104 respondents had diagnoses of diabetes mellitus and had read ≥1 note in the 12-month period. Patients had an average of 8.7 eligible notes available and read 59% of them. The strongest predictor of reading more notes was having more notes available; the specialties of the authoring clinicians were not correlated with note reading rates. Patients reported understanding notes by primary care clinicians and specialists equally well; more than 90% of patients reported understanding everything or almost everything in a self-selected note. Across visit types, 73-80% of patients reported that note reading was extremely important for taking care of their health. DISCUSSION: People with diabetes want to read their clinicians' notes, are accessing them at high rates, and report understanding the notes and benefiting from reading them.


Subject(s)
Diabetes Mellitus , Reading , Adult , Humans , Electronic Health Records , Surveys and Questionnaires
3.
Pain Manag Nurs ; 25(2): 137-144, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38151363

ABSTRACT

BACKGROUND: Little is known regarding the effect of social participation (SP) and physical activity (PA) on pain outcomes among community-dwelling older adults in the United States. AIMS: To determine whether SP and PA are associated with pain outcomes (bothersome pain and number of pain sites). DESIGN: Guided by the biopsychosocial model of chronic pain for older adults, we analyzed data from 7,187 community dwelling participants in the National Health and Aging Trends Study. In cross-sectional analyses, we utilized logistic and negative binomial regressions. METHODS: We prospectively assessed the association between SP/ PA and new or worsening pain from baseline (2011) to 2021 using a discrete time survival analysis by logistic regression, controlling for sociodemographic and health characteristics. RESULTS: At baseline, participation in 5 SP activities per month versus no activities, and performing any PA compared with no PA were significantly associated with lower likelihood of bothersome pain. Although SP and PA were associated with reporting fewer pain sites at baseline, SP was not associated with developing new or worsening pain, prospectively. However, walking and vigorous exercise compared with no PA was significantly associated with a 10% lower risk of developing new or worsening pain (adj odds ratio 0.90, 95% confidence interval [CI] 0.82-0.98). CONCLUSIONS: Physical activity but not social participation may protect against development of new or worsening pain. More research is needed to determine whether social activity can be beneficial for pain prevention and management. Efforts to promote physical activity among older adults may reduce risk of new or worsening pain.


Subject(s)
Independent Living , Social Participation , Humans , Aged , Cross-Sectional Studies , Exercise/psychology , Pain
4.
BMC Oral Health ; 23(1): 903, 2023 11 21.
Article in English | MEDLINE | ID: mdl-37990177

ABSTRACT

BACKGROUND: Studies indicate that treating periodontitis may benefit glycemic control among people with diabetes. It is unclear whether oral self-care such as flossing may reduce risk for periodontitis and improve glycemic control among people with diabetes. The purpose of this study was to examine associations between oral care, specifically, flossing and preventive dental care, with periodontitis and glycemic control, among US dentate adults with diabetes. METHODS: We analyzed data from the National Health and Nutrition Examination Survey 2011-2014 for 892 participants aged 30 years and older with diabetes who completed the periodontal examination and lab test for hemoglobin A1c (HbA1c). Sampling weights were applied. Multivariable logistic regression and multivariable linear modeling were performed to examine the associations of flossing and preventive dental services on periodontal health and HbA1c levels, respectively, controlling for sociodemographic characteristics, health behaviors, and other risk factors. RESULTS: Among U.S. dentate adults with diabetes, 52.1% of flossers and 72.1% of non-flossers had periodontitis (p < 0.001). Flossers were 39% less likely to have periodontitis (Adj. OR 0.61, 95% CI 0.43-0.88) compared to non-flossers. Flossers had an average HbA1c reading 0.30% (95% CI 0.02%-0.58%) lower than non-flossers, adjusted for covariates (p = 0.037). Preventive dental visits were associated with reduced risk for periodontitis (Adj. OR 0.54, 95%CI, 0.38-0.75) but not glycemic control. CONCLUSION: Flossing was associated with periodontal health and glycemic control among US adults with diabetes. Although further research is needed, the findings support that oral self-care may be particularly beneficial for adults with diabetes.


Subject(s)
Diabetes Mellitus, Type 2 , Diabetes Mellitus , Periodontitis , Adult , Humans , Glycated Hemoglobin , Glycemic Control , Nutrition Surveys , Diabetes Mellitus/prevention & control , Periodontitis/prevention & control , Periodontitis/complications , Diabetes Mellitus, Type 2/complications
5.
Article in English | MEDLINE | ID: mdl-37835130

ABSTRACT

This study examined the health disparities in primary cesarean delivery (PCD) use among Asian American (AA) women and within AA subgroups. We examined 22 years of birth registry data from one diverse northeastern state in the United States, including singleton vertex live births between 24 and 44 weeks of gestation without congenital abnormalities. Multivariate logistic regression was used to test the association between PCD and race and ethnicity groups adjusting for maternal demographic and health behaviors, infant gender and birth weight, gestational age, initiation of prenatal care, and other risk factors. Among the eligible sample, 8.3% were AA. AAs had the highest rate of PCD (18%) among all racial and ethnic groups. However, extensive heterogeneity was found among the AA subgroups. After controlling for confounding variables, compared to non-Hispanic White women, Filipino, Asian Indian, and Other Asian subgroups had a higher risk for PCD (Adj OR = 1.40, 1.37, and 1.21, p < 0.001), while Japanese, Chinese, and Korean had a lower risk (Adj OR = 0.57, 0.83, and 0.90, p < 0.001), and Vietnamese had no significant difference in PCD use. Although AA as a single racial and ethnic group had higher prevalence of PCD, more studies are warrantied to address the disproportional distribution of health disparities in PCD use within AA subgroups.


Subject(s)
Asian , Ethnicity , Female , Humans , Infant , Pregnancy , Asian People , Prenatal Care , United States , White , Cesarean Section , Health Inequities
6.
J Gerontol A Biol Sci Med Sci ; 78(9): 1641-1650, 2023 08 27.
Article in English | MEDLINE | ID: mdl-37300461

ABSTRACT

BACKGROUND: Early change in function in older adults has been termed preclinical disability (PCD). PCD has been understudied compared to other stages of disability because it is unlikely to receive comparative priority in clinical settings. It has major implications for prevention and population health as it may be the optimal time to intervene to prevent further decline. A standardized approach to research in PCD, including a common definition and measurement approaches, is needed to advance this work. METHODS: The process to establish how PCD should be defined and measured was undertaken in 2 stages: (1) a scoping review of the literature, which was used to inform (2) a web-enabled consensus meeting with content experts. RESULTS: The scoping review and the consensus meeting support the use of the term preclinical mobility limitation (PCML) and that it should be measured using both patient-reported and performance-based measures. It was agreed that the definition of PCML should include modification of frequency and/or method of task completion, without overt disability, and that requisite mobility tasks include walking (distance and speed), stairs, and transfers. CONCLUSIONS: Currently, there are few standardized assessments that can identify PCML. PCML is the term that most clearly describes the stage where people experience a change in routine mobility tasks, without a perception of disability. Further evaluation into the reliability, validity, and responsiveness of outcome measures is needed to advance research on PCML.


Subject(s)
Activities of Daily Living , Exercise , Humans , Aged , Reproducibility of Results , Consensus , Mobility Limitation
7.
J Gerontol A Biol Sci Med Sci ; 78(9): 1683-1691, 2023 08 27.
Article in English | MEDLINE | ID: mdl-37210687

ABSTRACT

BACKGROUND: Understanding fall circumstances can help researchers better identify causes of falls and develop effective and tailored fall prevention programs. This study aims to describe fall circumstances among older adults from quantitative data using conventional statistical approaches and qualitative analyses using a machine learning approach. METHODS: The MOBILIZE Boston Study enrolled 765 community-dwelling adults aged 70 years and older in Boston, MA. Occurrence and circumstances of falls (ie, locations, activities, and self-reported causes of falls) were recorded using monthly fall calendar postcards and fall follow-up interviews with open- and close-ended questions during a 4-year period. Descriptive analyses were used to summarize circumstances of falls. Natural language processing was used to analyze narrative responses from open-ended questions. RESULTS: During the 4-year follow-up, 490 participants (64%) had at least 1 fall. Among 1 829 falls, 965 falls occurred indoors and 804 falls occurred outdoors. Commonly reported activities when the fall occurred were walking (915, 50.0%), standing (175, 9.6%), and going down stairs (125, 6.8%). The most commonly reported causes of falls were slip or trip (943, 51.6%) and inappropriate footwear (444, 24.3%). Using qualitative data, we extracted more detailed information on locations and activities, and additional information on obstacles related to falls and commonly reported scenarios such as "lost my balance and fell." CONCLUSIONS: Self-reported fall circumstances provide important information on both intrinsic and extrinsic factors contributing to falls. Future studies are warranted to replicate our findings and optimize approaches to analyzing narrative data on fall circumstances in older adults.


Subject(s)
Independent Living , Walking , Humans , Aged , Aged, 80 and over , Causality , Self Report , Risk Factors
8.
Aging Clin Exp Res ; 35(7): 1443-1448, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37256489

ABSTRACT

Chronic musculoskeletal pain is prevalent and undertreated in older adults. In particular, multisite pain is associated with serious functional consequences and falls and appears to be a novel geriatric syndrome. The causes of multisite pain are often multifactorial, and emerging evidence supports a complex pathway whereby multisite pain leads to cognitive problems, mobility decline, fear of falling, falls, and reduced participation in life roles. A few pharmacologic approaches are safe and effective for older adults with chronic multisite pain and evidence for effectiveness of non-pharmacologic treatments for this common condition is very limited. Compared to light physical exercise, mind-body exercise may prove to be more beneficial for older adults living with chronic pain. Tai Chi, as a movement-based mind-body exercise, can relieve pain symptoms, improve cognition and physical function, and lower risk for falls in older adults. However, little is known about the potential benefits of Tai Chi for older adults with multisite pain syndrome. Future large-scale randomized-controlled trials are needed to investigate the effectiveness of Tai Chi in alleviating pain and lowering fall risk in older adults with multisite pain, and the biological mechanisms that underlie its potential benefits to chronic pain, physical and cognitive functions, and falls in this at-risk population.


Subject(s)
Chronic Pain , Tai Ji , Humans , Aged , Chronic Pain/therapy , Accidental Falls/prevention & control , Fear/psychology , Exercise
9.
Policy Polit Nurs Pract ; 24(3): 208-218, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37013355

ABSTRACT

Opioid misuse is a growing public health concern in the United States (U.S.). This problem continues to claim many lives and has affected the life expectancy of the U.S. population. In the past few years, the Black population has witnessed an increased rate of overdose deaths compared to their white counterparts. This review seeks to characterize recent trends in opioid prescription practices and overdose deaths among the Black population in the U.S. An integrative review was conducted with a literature search from CINHAL, MEDLINE, and PsycINFO databases. The literature search identified 11 articles for the analysis. All studies were quantitative. Six studies focused on overdose mortality and five on opioid prescription practices. The results indicate a rising trend in opioid overdose mortality among Black people due to the availability of synthetic opioids on the illegal drug market. Black people receive fewer opioid prescriptions and experience higher rates of opioid dose reduction compared to Whites. The Black population has experienced an increase in opioid overdose mortality compared to the White population within the last two decades. Opioid overdose deaths among Black people are highly associated with the proliferation of synthetic opioids, and Black men have been more affected than Black women. Black people experience lower rates of opioid prescription during E.R. visits compared to Whites. The issue of low opioid prescribing among Black people needs to be addressed since it affects their health outcomes and is a factor that contributes to the use of illicit synthetic opioids.


Subject(s)
Drug Overdose , Opiate Overdose , Opioid-Related Disorders , Female , Humans , Male , Analgesics, Opioid , Drug Overdose/drug therapy , Drug Overdose/epidemiology , Opiate Overdose/drug therapy , Practice Patterns, Physicians' , United States/epidemiology , Black or African American
10.
Contemp Clin Trials ; 128: 107164, 2023 05.
Article in English | MEDLINE | ID: mdl-36940813

ABSTRACT

BACKGROUND: Multisite musculoskeletal pain is highly prevalent among older adults yet undertreated. Studies support the promise of Tai Chi for managing pain and lowering fall risk. Since the COVID-19 pandemic, effective alternatives to classroom-based exercise programming are warranted. AIMS: To recruit 100 racially diverse older adults with multisite pain and increased fall risk, who are interested in participating in a future Tai Chi clinical trial, and to evaluate the feasibility and acceptability of a short-term, remotely delivered home-based Tai Chi program. METHODS: A random sample of adults aged 65 years or older living in diverse Boston neighborhoods were sent mailed invitations to participate in a telephone screening survey. Eligible adults were invited to join a 4-week Tai Chi program offered online via Zoom. Primary outcomes were class attendance, experience, and program safety. RESULTS: Among 334 survey respondents, 105 were eligible for the intervention. Average age of eligible participants was 74 years, 75% were women, and 62% were Black. We assigned 32 participants to 4 Tai Chi or 2 light exercise groups conducted via Zoom; of these, 24 (75%) completed the program and 79% attended ≥6 of 8 classes. There were no adverse events reported. Two-thirds reported it was very easy to join the online classes and 88%, very easy to see the instructor. CONCLUSION: Mailed invitations were effective for recruiting a racially diverse sample. Remote exercise programming delivered online via live Zoom sessions is safe and feasible for diverse older adults who have multisite pain and risk of falls.


Subject(s)
COVID-19 , Tai Ji , Humans , Female , Aged , Male , Pilot Projects , Feasibility Studies , Pandemics , COVID-19/therapy , Pain
11.
Circ Cardiovasc Qual Outcomes ; 16(1): e008809, 2023 01.
Article in English | MEDLINE | ID: mdl-36484252

ABSTRACT

BACKGROUND: Disability-adjusted life years (DALYs) are used to evaluate the relative burden of diseases in populations to help set prevention or treatment priorities. The impact of parental cardiovascular health (CVH) on healthy life years lost from cardiovascular disease (CVD) in adult offspring is unknown. We compared parent-offspring CVD DALYs trends over the life course and examined the association of parental CVH with offspring CVD DALYs. METHODS: Using data from the Framingham Heart Study, 4814 offspring-mother-father trios were matched for age at selected baseline exams. CVH score was computed from the number of CVH metrics attained at recommended levels: poor (0-2), intermediate (3-4), and ideal (5-7). CVD DALYs were defined as the sum of years of life lost and years lived with CVD. Age-sex-standardized life expectancy and disability weights were derived from the actuarial life tables and Global Burden of Disease study, respectively. Multivariable-adjusted linear regression was used to investigate the association of parental CVH with offspring CVD DALYs. RESULTS: Over an equal 47-year follow-up, parents lost nearly twice the number of CVD DALYs compared to their offspring (23 234 versus 12 217). However, age-adjusted CVD DALYs were higher at younger ages and similar along the life course for parents and offspring. One-unit increase in parental CVH was associated with 5 healthy life months saved in offspring. Offspring of mothers with ideal versus poor CVH had 3 healthy life years saved (ß=-3.0 DALYs [95% CI, -5.6 to -0.3]). No statistically significant association was found between paternal CVH categories and offspring CVD DALYs. CONCLUSIONS: Higher maternal and paternal CVH were associated with increased healthy life years in offspring; however, the association was strongest between mothers and offspring. Investment in CVH promotion along the life course has the potential to reduce the burden of CVD in the current and future generation of adults.


Subject(s)
Cardiovascular Diseases , Disability-Adjusted Life Years , Adult , Humans , Life Expectancy , Longitudinal Studies , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Parents , Risk Factors
12.
Aging Clin Exp Res ; 34(12): 3089-3095, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36121639

ABSTRACT

BACKGROUND: Self-reported symptom causes of mobility difficulty that contribute to  fear of falling (FOF) in older adults has not been fully explored as an area for intervention. AIMS: Identify the prevalence of self-reported symptoms causing mobility difficulties and to examine the difference in FOF by symptom category. METHODS: Conduct a secondary data analysis of a population-based cohort of community-dwelling older adults, ≥ 70 years, enrolled in the MOBILIZE Boston study. The analysis included 242 older adults reported difficulty walking » mile (0.4 km) and/or climbing one flight of stairs. Participants identified the main symptom cause of the mobility difficulty from a list of 32 symptoms, grouped into five categories. FOF was measured using the Tinetti Falls Efficacy Scale. RESULTS: Pain was the primary symptom causing mobility difficulty (38%), followed by endurance (21%), weakness (13%), balance (9%), and other (3%). Although a greater proportion of participants who identified balance as the primary symptom category had significantly higher FOF compared to others, there was a greater number overall who reported pain as their main symptom who also had FOF. Therefore, pain contributed to a higher relative burden of FOF in the population than did balance symptoms. DISCUSSION: Various symptoms affect mobility and are associated with FOF, a known fall risk factor. Many older adults identify pain as the main cause of their mobility difficulty and report FOF. CONCLUSIONS: Improving pain symptoms for older adults may improve mobility and reduce fear of falling, potentially averting further decline in mobility and independence.


Subject(s)
Fear , Independent Living , Humans , Aged , Self Report , Pain/epidemiology
13.
Front Big Data ; 5: 932618, 2022.
Article in English | MEDLINE | ID: mdl-35844965

ABSTRACT

Background: Half of US adults aged 20-64 years have lost at least one permanent tooth; one in six adults aged 65 and over in the USA is edentulous. Tooth loss and edentulism interfere with nutritional intake and quality of life. Although selected chronic diseases (e.g., diabetes) have been identified as possible risk factors for tooth loss, data on multiple chronic diseases and on having two or more concurrent chronic diseases (multimorbidity) in relation to tooth loss are lacking. Therefore, this study aimed to assess the association between multiple chronic diseases, multimorbidity, and tooth loss in US adults. Methods: We performed a secondary data analysis using the US 2012 Behavioral Risk Factor Surveillance System (BRFSS), a national cross-sectional telephone survey studying health conditions and health behaviors among US adults (≥18 years) who are non-institutionalized residents. Variables were derived from the BRFSS Standard Core Questionnaire. Descriptive analysis including means, standard deviations (SDs), and percentages was calculated. Sample weights were applied. The stepwise multinomial logistic regression method was used to examine the relationship between several chronic diseases and tooth loss. Separate multinomial logistic regression models were used to examine the relationship between multimorbidity and tooth loss among all adults aged more than 18 years, adults aged 18-64 years, and adults aged more than 65 years, respectively. Results: Among the samples (n = 471,107, mean age 55 years, 60% female), 55% reported losing no tooth loss, 30% reported losing one to five teeth, 10% reported losing six or more but not all teeth, and 5% reported losing all teeth. After adjusting for demographic characteristics, socioeconomic status, smoking, BMI, and dental care, chronic diseases that were associated with edentulism were chronic obstructive pulmonary disease (COPD) [adjusted risk ratio (adj. RR) 2.18, 95% confidence interval (CI) 2.08-2.29]; diabetes (adj. RR 1.49, 95% CI 1.44-1.56); arthritis (adj. RR 1.49, 95% CI 1.44-1.54); cardiovascular disease (adj. RR 1.38, 95% CI 1.30-1.45); stroke (adj. RR 1.31, 95% CI 1.24-1.40); kidney disease (adj. RR 1.16, 95% CI 1.08-1.25); cancer (adj. RR 1.05, 95% CI 1.01-1.11); and asthma (adj. RR 1.07, 95% CI 1.02-1.12). For those who reported losing six or more teeth, the association remained significant for all the chronic diseases mentioned, albeit the magnitude of association appeared to be comparative or smaller. In addition, adults with multimorbidity were more likely to have tooth loss (loss of one to five teeth: adj. RR 1.17, 95% CI 1.14-1.19; loss of six or more teeth: adj. RR 1.78, 95% CI 1.73-1.82; edentulous: adj. RR 2.03, 95% CI 1.96-2.10). Conclusions: Multiple chronic diseases were associated with edentulism and tooth loss. People with multimorbidity are more likely to be edentulous than those with one or no chronic disease. The findings from this study will help to identify populations at increased risk for oral problems and nutritional deficits, thus the assessment of oral health should be evaluated further as an important component of chronic illness care.

14.
Front Pain Res (Lausanne) ; 3: 897725, 2022.
Article in English | MEDLINE | ID: mdl-35615386

ABSTRACT

Objectives: This study aims to determine domains of pain interference in daily routines assessed using the Brief Pain Inventory, in relation to multisite musculoskeletal pain among older adults living in the community. Design: The MOBILIZE Boston Study is a population-based study of 749 adults aged 70 and older. Measurements: Chronic musculoskeletal pain was assessed using a joint pain questionnaire and grouped as: no pain, single-site and multisite pain. The Brief Pain Inventory pain interference (PI) sub-scale assessed level of pain interference (0-10 rating) in 7 domains including general activity, mood, walking, work, relationships with people, sleep, and enjoyment of life. Interference ratings were grouped as: none (0), mild (>0 and ≤ 2), and moderate to severe (>2) PI. Results: PI was more common among women and those with less education compared to others. Older adults with chronic conditions such as osteoarthritis, depression, spinal stenosis, peripheral artery disease, and asthma/lung disease were more likely than their peers to report PI (p < 0.05). Multisite musculoskeletal pain was strongly associated with pain interference in all domains (p < 0.05). More than half of older adults with multisite musculoskeletal pain reported moderate to severe PI with general activity and walking. The highest prevalence of moderate to severe PI (score >2) in general activity was seen in participants with depression (62%), knee and hand osteoarthritis (71%) and peripheral artery disease (65%). Conclusion: Greater attention to PI and PI domains such as general activity and walking, could aid in efforts to reduce the overall impact of multisite musculoskeletal pain among older adults.

15.
Artif Intell Med ; 127: 102280, 2022 05.
Article in English | MEDLINE | ID: mdl-35430041

ABSTRACT

Falls are a complex problem and play a leading role in the development of disabilities in the older population. While fall detection systems are important, it is also essential to work on fall preventive strategies, which will have the most significant impact in reducing disability in the elderly. In this work, we explore a prospective cohort study, specifically designed for examining novel risk factors for falls in community-living older adults. Various types of data were acquired that are common for real-world applications. Learning from multiple data sources often leads to more valuable findings than any of the data sources can provide alone. However, simply merging features from disparate datasets usually will not produce a synergy effect. Hence, it becomes crucial to properly manage the synergy, complementarity, and conflicts that arise in multi-source learning. In this work, we propose a multi-source learning approach called the Synergy LSTM model, which exploits complementarity among textual fall descriptions together with people's physical characteristics. We further use the learned complementarities to evaluate fall risk factors present in the data. Experiment results show that our Synergy LSTM model can significantly improve classification performance and capture meaningful relations between data from multiple sources.


Subject(s)
Accidental Falls , Accidental Falls/prevention & control , Aged , Humans , Prospective Studies , Risk Assessment , Risk Factors
16.
JMIR Form Res ; 6(2): e33356, 2022 Feb 15.
Article in English | MEDLINE | ID: mdl-35166686

ABSTRACT

BACKGROUND: Health self-management is increasingly being influenced by emerging health information technologies (IT), especially online patient portals. Patient portals provide patients with direct access to their health information, electronic tools to manage their health, and additional opportunities to engage with their care team. Previous studies have found that patient portal use is highest among patients with high eHealth literacy, the ability to find health information from electronic sources and apply the knowledge gained to solve a health problem. The role of eHealth literacy on patient portal use appears to be especially strong among older adults with chronic diseases. The use of patient portals among emerging adults (ages 18-29) is much less understood. Although generally healthy, emerging adults are more regular IT users and just beginning to independently navigate the health care system. A good understanding of how emerging adults are using online patient portals and what factors, including eHealth, impact portal use is lacking. OBJECTIVE: The aim of this study is to describe patient portal use and explore the predictors of portal use among a diverse sample of emerging adults. METHODS: A cross-sectional survey study that used convenience sampling was conducted at two universities. Data on demographics, health care encounters, eHealth literacy, patient engagement, and use of patient portal features (administrative and clinical) were obtained via self-report and summarized. Logistic regression models were used to examine factors associated with portal use. RESULTS: Of the 340 emerging adults, 257 (76%) were female, 223 (65%) White, 156 (47%) low income, and 184 (54%) reported having patient portal access. Of those reporting access, 142 (77%) used at least 1 portal feature and 42 (23%) reported using none. Significant predictors were patient engagement (odds ratio [OR] 1.08, 95% CI 1.04-1.13, P=.001) and total encounters (OR 1.23, 95% CI 1.05-1.44, P=.009) but not eHealth literacy. Hispanic and Asian emerging adults were more likely to be frequent users of clinical portal features than White emerging adults (Hispanic: OR 2.97, 95% CI 1.03-8.52, P=.04; Asian: OR 4.28, 95% CI 1.08-16.89, P=.04). CONCLUSIONS: We found that about half of emerging adults had access to a patient portal. Among those with access, a majority reported using at least one portal feature. Factors associated with increased portal use included increased patient engagement and total clinical encounters. Self-reported eHealth literacy was not associated with patient portal use in this diverse sample of emerging adults. This may have been due to high overall eHealth literacy levels in this population of frequent IT users. There may also be racial/ethnic differences that are important to consider, as we found Hispanic and Asian emerging adults reported more frequent portal use than White emerging adults. Interventions to promote patient portal use among emerging adults should include strategies to increase awareness of portal access and engagement among patients with fewer clinical encounters, with a focus on preventative health management.

17.
Age Ageing ; 51(1)2022 01 06.
Article in English | MEDLINE | ID: mdl-35061871

ABSTRACT

BACKGROUND: Chronic pain is a risk factor contributing to mobility impairment and falls in older adults. Little is known about the patterns of circumstances of falls among older adults with chronicpain. OBJECTIVE: To examine the relationship between chronic pain and circumstances of falls including location, activities at the time of falls and self-reported causes of falls in older adults. DESIGN: Prospective cohort study. SETTING: Communities in/around Boston, Massachusetts. SUBJECTS: The MOBILIZE Boston Study enrolled 765 adults aged ≥70 years. METHODS: Pain severity, fall occurrence and fall circumstances were recorded using monthly calendar postcards and fall follow-up interviews during a 4-year follow-up period. Generalised estimating equation models were performed to examine the relation between monthly pain ratings and circumstances of the first fall in the subsequent month. RESULTS: Compared to fallers without chronic pain, fallers with moderate-to-severe pain had around twice the likelihood of reporting indoor falls (aOR = 1.93, 95%CI: 1.32-2.83), falls in living or dining rooms (aOR = 2.06, 95%CI: 1.27-3.36), and falls due to health problems (aOR = 2.08, 95%CI: 1.16-3.74) or feeling dizzy or faint (aOR = 2.10, 95%CI: 1.08-4.11), but they were less likely to report falls while going down stairs (aOR = 0.48, 95%CI: 0.27-0.87) or falls due to a slip or trip (aOR = 0.67, 95%CI: 0.47-0.95) in the subsequent month. CONCLUSIONS: Given the exploratory nature of the study, these findings should be interpreted with caution. Future studies may investigate whether better pain management and tailored fall prevention in older people with chronic pain could lead to fewer falls.


Subject(s)
Chronic Pain , Aged , Boston/epidemiology , Chronic Pain/diagnosis , Chronic Pain/epidemiology , Humans , Prospective Studies , Risk Factors
18.
Patient Educ Couns ; 105(2): 290-296, 2022 02.
Article in English | MEDLINE | ID: mdl-34481675

ABSTRACT

BACKGROUND: Care partners are key members of patients' health care teams, yet little is known about their experiences accessing patient information via electronic portals. OBJECTIVE: To better understand the characteristics and perceptions of care partners who read patients' electronic visit notes. PATIENT INVOLVEMENT: Focus groups with diverse patients from a community health center provided input into survey development. METHODS: We contacted patient portal users at 3 geographically distinct sites in the US via email in 2017 for an online survey including open ended questions which we qualitatively analyzed. RESULTS: Respondents chose whether to answer as care partners (N = 874) or patients (N = 28,782). Among care partner respondents, 44% were spouses, 43% children/other family members, and 14% friends/neighbors/other. Both care partners and patients reported that access to electronic notes was very important for promoting positive health behaviors, but care partners' perceptions of importance were consistently more positive than patients' perceptions of engagement behaviors. Open-ended comments included positive benefits such as: help with remembering the plan for care, coordinating care with other doctors, decreasing stress of care giving, improving efficiency of visits, and supporting patients from a geographical distance. They also offered suggestions for improving electronic portal and note experience for care partners such as having a separate log on for care partners; having doctors avoid judgmental language in their notes; and the ability to prompt needed medical care for patients. DISCUSSION: Care partners value electronic access to patients' health information even more than patients. The majority of care partners were family members, whose feedback is important for improving portal design that effectively engages these care team members. PRACTICAL VALUE: Patient care in the time of COVID-19 increasingly requires social distancing which may place additional burden on care partners supporting vulnerable patients. Access to patient notes may promote quality of care by keeping care partners informed, and care partner's input should be used to optimize portal design and electronic access to patient information.


Subject(s)
COVID-19 , Patient Portals , Caregivers , Child , Electronic Health Records , Humans , Reading , SARS-CoV-2
19.
Eur J Prev Cardiol ; 29(6): 883-891, 2022 05 06.
Article in English | MEDLINE | ID: mdl-33624039

ABSTRACT

BACKGROUND: Cardiovascular disease (CVD) risk factors are transmitted from parents to children. We prospectively examined the association between parental cardiovascular health (CVH) and time to onset of CVD in the offspring. METHODS AND RESULTS: The study consisted of a total of 5967 offspring-mother-father trios derived from the Framingham Heart Study. Cardiovascular health score was defined using the seven American Heart Association's CVH metrics attained at ideal levels: poor (0-2), intermediate (3-4), and ideal CVH (5-7). Multivariable-adjusted Cox proportional hazards regression models, Kaplan-Meier plots, and Irwin's restricted mean were used to examine the association and sex-specific differences between parental CVH and offspring's CVD-free survival. In a total of 71 974 person-years of follow-up among the offspring, 718 incident CVD events occurred. The overall CVD incidence rate was 10 per 1000 person-years [95% confidence interval (CI) 9.3-10.7]. Offspring of mothers with ideal CVH lived 9 more years free of CVD than offspring of mothers with poor CVH (P < 0.001). Maternal poor CVH was associated with twice as high hazard of early onset of CVD compared with maternal ideal CVH (adjusted Hazard Ratio 2.09, 95% CI 1.50-2.92). No statistically significant association was observed in the hazards of CVD-free survival by paternal CVH categories. CONCLUSIONS: We found that offspring of parents with ideal CVH had a greater CVD-free survival. Maternal CVH was a more robust predictor of offspring's CVD-free survival than paternal CVH, underscoring the need for clinical and policy interventions that involve mothers to break the intergenerational cycle of CVD-related morbidity and mortality.


Subject(s)
Cardiovascular Diseases , Cardiovascular System , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Child , Female , Health Status , Heart Disease Risk Factors , Humans , Male , Parents , Risk Factors , United States
20.
J Med Internet Res ; 23(11): e29951, 2021 11 08.
Article in English | MEDLINE | ID: mdl-34747710

ABSTRACT

BACKGROUND: Secure patient portals are widely available, and patients use them to view their electronic health records, including their clinical notes. We conducted experiments asking them to cogenerate notes with their clinicians, an intervention called OurNotes. OBJECTIVE: This study aims to assess patient and provider experiences and attitudes after 12 months of a pilot intervention. METHODS: Before scheduled primary care visits, patients were asked to submit a word-constrained, unstructured interval history and an agenda for what they would like to discuss at the visit. Using site-specific methods, their providers were invited to incorporate the submissions into notes documenting the visits. Sites served urban, suburban, and rural patients in primary care practices in 4 academic health centers in Boston (Massachusetts), Lebanon (New Hampshire), Denver (Colorado), and Seattle (Washington). Each practice offered electronic access to visit notes (open notes) to its patients for several years. A mixed methods evaluation used tracking data and electronic survey responses from patients and clinicians. Participants were 174 providers and 1962 patients who submitted at least 1 previsit form. We asked providers about the usefulness of the submissions, effects on workflow, and ideas for the future. We asked patients about difficulties and benefits of providing the requested information and ideas for future improvements. RESULTS: Forms were submitted before 9.15% (5365/58,652) eligible visits, and 43.7% (76/174) providers and 26.76% (525/1962) patients responded to the postintervention evaluation surveys; 74 providers and 321 patients remembered receiving and completing the forms and answered the survey questions. Most clinicians thought interim patient histories (69/74, 93%) and patient agendas (72/74, 97%) as good ideas, 70% (52/74) usually or always incorporated them into visit notes, 54% (40/74) reported no change in visit length, and 35% (26/74) thought they saved time. Their most common suggestions related to improving notifications when patient forms were received, making it easier to find the form and insert it into the note, and educating patients about how best to prepare their submissions. Patient respondents were generally well educated, most found the history (259/321, 80.7%) and agenda (286/321, 89.1%) questions not difficult to answer; more than 92.2% (296/321) thought sending answers before the visit a good idea; 68.8% (221/321) thought the questions helped them prepare for the visit. Common suggestions by patients included learning to write better answers and wanting to know that their submissions were read by their clinicians. At the end of the pilot, all participating providers chose to continue the OurNotes previsit form, and sites considered expanding the intervention to more clinicians and adapting it for telemedicine visits. CONCLUSIONS: OurNotes interests patients, and providers experience it as a positive intervention. Participation by patients, care partners, clinicians, and electronic health record experts will facilitate further development.


Subject(s)
Patient Portals , Telemedicine , Electronic Health Records , Humans , Primary Health Care , Surveys and Questionnaires
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