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1.
Front Digit Health ; 5: 1208350, 2023.
Article in English | MEDLINE | ID: mdl-37519896

ABSTRACT

Artificial Intelligence (AI)-driven Digital Health (DH) systems are poised to play a critical role in the future of healthcare. In 2021, $57.2 billion was invested in DH systems around the world, recognizing the promise this concept holds for aiding in delivery and care management. DH systems traditionally include a blend of various technologies, AI, and physiological biomarkers and have shown a potential to provide support for individuals with various health conditions. Digital therapeutics (DTx) is a more specific set of technology-enabled interventions within the broader DH sphere intended to produce a measurable therapeutic effect. DTx tools can empower both patients and healthcare providers, informing the course of treatment through data-driven interventions while collecting data in real-time and potentially reducing the number of patient office visits needed. In particular, socially assistive robots (SARs), as a DTx tool, can be a beneficial asset to DH systems since data gathered from sensors onboard the robot can help identify in-home behaviors, activity patterns, and health status of patients remotely. Furthermore, linking the robotic sensor data to other DH system components, and enabling SAR to function as part of an Internet of Things (IoT) ecosystem, can create a broader picture of patient health outcomes. The main challenge with DTx, and DH systems in general, is that the sheer volume and limited oversight of different DH systems and DTxs is hindering validation efforts (from technical, clinical, system, and privacy standpoints) and consequently slowing widespread adoption of these treatment tools.

2.
Gerontol Geriatr Med ; 7: 2333721421995623, 2021.
Article in English | MEDLINE | ID: mdl-33763506

ABSTRACT

The purpose of this study was to investigate the relationship between different levels of physical activity (light, moderate, and vigorous), physical health, happiness, and depression among older adults with diabetes. Using data from the National Social Life, Health and Aging Project (NSHAP) Wave 3, the results indicate that moderate and/or vigorous physical activity is more effective than light physical activity for promoting physical health and happiness and lowering depression of older adults with diabetes. This study suggests that activity professionals and therapists working with older adults with diabetes need to encourage their participation in physical activity as well as adjust a level of physical activity intensity that is tailored to participants' needs and expectations.

3.
Top Spinal Cord Inj Rehabil ; 25(4): 316-321, 2019.
Article in English | MEDLINE | ID: mdl-31844383

ABSTRACT

Background: Opioid misuse is a leading health care concern within the United States. In many cases, opioid misuse and opioid use disorder are associated with pain, a secondary health condition affecting individuals with spinal cord injury (SCI). Further, substance use is a known risk factor for SCI, resulting in the potential for a substance-related risk trajectory running from pre- to post-SCI. However, little research has examined substance use prior to SCI since the opioid epidemic began, and so the relative risk of opioids to patients with SCI is unclear. Objective: To determine whether individuals with SCI tested positive for substance use at the time of injury and identify the primary substances used at the time of injury. Methods: This study retrospectively reviewed all medical charts of individuals ages 18 and older who had sustained an SCI during an identified 18-month period and received medical care at a selected level 1 trauma center in the Midwest. Results: Data revealed an 80% combined positive toxicology and/or self-report of substance use immediately prior to the onset of the SCI. Twenty-five percent of males were positive for more than one substance at time of injury. Substances used prior to injury, listed most to least prevalent, were opioids (37.5%), alcohol (25%), marijuana (25%), methamphetamines (12.5%), benzodiazepines (12.5%), followed by cocaine (6.25%) and synthetic cathinone (6.25%). Conclusion: Although opioids were the most common substance used prior to SCI, none of the individuals positive for opioids at the time of injury were identified by the reviewing medical professional as having pain as a secondary health condition either prior to or after injury. However, pain is commonly listed as the primary health concern among individuals living with SCI, and the possibility of opioid use prior to injury likely warrants pain management planning that includes careful pharmacological and nonpharmacological interventions.


Subject(s)
Spinal Cord Injuries/etiology , Substance-Related Disorders/complications , Adolescent , Adult , Aged , Female , Humans , Male , Middle Aged , Midwestern United States , Retrospective Studies , Risk-Taking , Young Adult
4.
Community Ment Health J ; 53(7): 756-765, 2017 10.
Article in English | MEDLINE | ID: mdl-28303444

ABSTRACT

The purpose of this study was to examine the outcomes of a therapeutic fly-fishing program for veterans with combat-related disabilities. A total of 40 veterans participated in the 4-day therapeutic fly-fishing program and this study. The outcomes examined included reducing symptoms of posttraumatic stress (PTS), depression, perceived stress, functional impairment (i.e., work, relationships, physical, and everyday life), increasing self-determination, and leisure satisfaction. Each research participant completed pretest, posttest, and 3-month follow-up questionnaires. Repeated measures MANOVA and ANOVA were conducted to examine the differences between the three time points on each outcomes. The results indicated significant decreases from the pretest to posttest for symptoms of PTS, depression, perceived stress, and functional impairment, and an increase in leisure satisfaction from pretest to 3-month follow-up. These results highlight the use of therapeutic recreation programming for veterans with disabilities as a holistic approach to treatment and recovery.


Subject(s)
Depression/rehabilitation , Psychological Trauma/rehabilitation , Recreation/psychology , Stress Disorders, Post-Traumatic/rehabilitation , Stress, Psychological/rehabilitation , Veterans Health , War-Related Injuries/rehabilitation , Adult , Community Health Services , Depression/diagnosis , Depression/etiology , Female , Follow-Up Studies , Humans , Male , Middle Aged , Personal Autonomy , Personal Satisfaction , Psychiatric Status Rating Scales , Psychological Trauma/diagnosis , Psychological Trauma/etiology , Stress Disorders, Post-Traumatic/diagnosis , Stress Disorders, Post-Traumatic/etiology , Stress, Psychological/diagnosis , Stress, Psychological/etiology , Treatment Outcome , United States , War-Related Injuries/diagnosis
5.
J Spinal Cord Med ; 39(6): 693-698, 2016 11.
Article in English | MEDLINE | ID: mdl-26833021

ABSTRACT

OBJECTIVE: This exploratory study describes the problematic secondary health conditions among adults with a spinal cord injury (SCI) and the impact these health concerns have on social participation and daily life. DESIGN: Cross-sectional survey design. SETTING: A community-based rehabilitation program within the United States. PARTICIPANTS: Fifty-six adults (33 males and 23 females; age 18 to 73 [M = 39.4, SD = 12.7]) with SCI participating in the community-based rehabilitation program. METHODS: Subjects identified the top five problematic secondary health conditions related to his/her SCI, belief about the impact these conditions have on social participation and daily life, and if they believed the secondary health condition(s) were avoidable. RESULTS: The top problematic areas identified were bladder control, pain, bowel control, and pressure ulcers, and 73% felt these problems were unavoidable. In addition, more than 66% had each of these problems continuously during the last 12 months. When examining the impact of the problematic secondary health conditions, 75% identified that the primary problem had a significant impact on social participation and 64% identified it significantly impacted daily life. CONCLUSION: Although the majority of the participants were actively participating in a community-based rehabilitation wellness program, it appears that they thought engagement in social participation and daily life were negatively impacted by the secondary health conditions and unavoidable. The results suggested unfulfilled goals despite the emphasized efforts of medical providers to help manage the secondary conditions. Future research should examine why individuals with SCI still have a difficult time managing secondary health conditions.


Subject(s)
Pain/psychology , Pressure Ulcer/psychology , Social Participation , Spinal Cord Injuries/rehabilitation , Urinary Bladder, Neurogenic/psychology , Adolescent , Adult , Aged , Female , Humans , Male , Middle Aged , Pain/epidemiology , Pain/etiology , Pressure Ulcer/epidemiology , Pressure Ulcer/etiology , Spinal Cord Injuries/complications , Urinary Bladder, Neurogenic/epidemiology , Urinary Bladder, Neurogenic/etiology
6.
Top Spinal Cord Inj Rehabil ; 22(3): 165-172, 2016.
Article in English | MEDLINE | ID: mdl-29339858

ABSTRACT

Background: Studies examining participation as defined by the International Classification of Functioning, Disability and Health (ICF) as well as autonomy among the spinal cord injury population (SCI) are only starting to emerge. Little research has looked at how this population perceives their health status and the role this plays in active participation within their lives. Objective: This exploratory study was developed to determine whether the perception of health has an impact on participation and autonomy among adults with SCI. Methods: A convenience sample of adults with SCI currently receiving outpatient services from a rehabilitation hospital completed the online questionnaire. Forty-two subjects responded and were categorized into 2 groups: Group 1, positive perceived health, and Group 2, negative perceived health. The sample completed the Impact on Autonomy and Participation (IPA) that has 5 subscales (autonomy indoors, family role, autonomy outdoors, social life, and work/education) and demographic questions. Results: Multivariate analysis of variance (MANOVA) revealed that perceived health had a significant impact on family roles, autonomy outdoors, social life, and work/education. Perceived health did not have a significant impact on autonomy indoors. Conclusion: The perception of health may have an impact on participation and autonomy within the areas of family role, outdoors, work/education, and social life. Implications for rehabilitation are included.

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