Implementation of Evidence-Based Practice in Long-Term Care: A Scoping Review.

OBJECTIVES: To systematically examine implementation strategies within long-term care (LTC) settings. The goal was to identify elements that contribute to adoption and sustainability of evidence-based practices by facilities and frontline health care staff. DESIGN: Scoping review. SETTING AND PARTICIPANTS: LTC settings, frontline health care staff and facility administration. METHODS: A scoping review of the literature across 3 databases was performed. Two researchers independently assessed literature for inclusion against criteria. The researchers independently extracted data for study characteristics following the Action, Actor, Context, Target, Time (AACTT) framework. The quality of included studies was assessed using the Melnyk and Fineout-Overholt Categorization. RESULTS: Eleven studies examining implementation of a new evidence-based intervention into LTC settings met inclusion requirements. The types of new interventions shared a common classification within the Effective Practice and Organization of Care (EPOC) taxonomy, with all belonging to the Coordination of Care and Management of Care Processes category. All studies had frontline health care staff as the target of implementation strategies. Barriers to implementation included intervention timing in relation to workflow and workload, lack of interest in or skepticism regarding the new intervention, as well as perceptions that the intervention was not within scope or training. Face-to-face communication and asynchronous training were viewed positively, as was having a peer champion available for support. CONCLUSIONS AND IMPLICATIONS: The results from this review highlight the importance of including communication strategies that use face-to-face delivery and peer champion approaches for successful implementation of new evidence-based interventions. Key implementation strategies also included education tailored to an individual's training and experience level.

Fatigue, Toll-Like Receptor 4, and Pro-Inflammatory Cytokines in Adults With Subarachnoid Hemorrhage: A 6-Month Longitudinal Study.

BACKGROUND: Fatigue is prevalent in subarachnoid hemorrhage (SAH) survivors. Biological mechanisms underlying fatigue post-SAH are not clear. Inflammation may contribute to the development of fatigue. This study aimed to examine the associations between inflammatory markers and fatigue during the first 6 months post-SAH. Specific biomarkers examined included both early and concurrent expression of Toll-Like Receptor 4 (TLR4) messenger RNA (mRNA) and plasma concentrations of pro-inflammatory cytokines, Tumor Necrosis Factor-alpha (TNF-α), Interleukin (IL)1ß, and IL6. METHODS: We conducted a 6-month longitudinal study with a convenience sample of 43 SAH survivors. We collected blood samples on days 2, 3, and 7 and 2, 3, and 6 months post-SAH to assess biomarkers. Fatigue was assessed by the PROMIS Fatigue Scale at 2, 3, and 6 months. Linear mixed models were used to test the associations between early (days 2, 3, and 7) and concurrent (2, 3, and 6 months) TLR4 mRNA expression (TagMan gene expression assays) and TNF-α, IL1ß, and IL6 plasma concentrations (multiplex assays) and concurrent fatigue. RESULTS: 28% of SAH survivors experienced fatigue during the first 6 months post-SAH. Fatigue levels in SAH survivors were higher than those of the U.S. population and consistent during the 6 months. Experience of fatigue during the 6 months post-SAH was associated with higher IL1ß plasma concentrations on day 7 and IL1ß, IL6, and TNF-α plasma concentrations during the 6 months post-SAH. CONCLUSION: Inflammation appears to underlie the development of fatigue in SAH survivors.

Nursing and Institutional Responsibilities for In-Hospital Stroke.

In-hospital stroke events occur less often than stroke outside of a health care facility; yet, the need for timely evaluation and treatment is the same regardless of geographic location. During hospitalization, nurses are generally the first to recognize possible symptoms of stroke and activate emergency protocols. Such actions in response to changes in patient condition are critical to optimal patient outcomes. A recent scientific statement from the American Heart Association notes that patients with in-hospital stroke are likely to experience delayed recognition of symptoms, less likely to receive intravenous thrombolysis therapy, and have worse outcomes compared with community-occurring stroke. The aim of this article is to expand upon that scientific statement to assist nurses and acute care hospitals in the United States and elsewhere with similar health care systems to create evidence-based, nurse-driven protocols for in-hospital stroke recognition and management.

Telomere Length Associates With Symptom Severity After Mild Traumatic Brain Injury in Older Adults.

The objectives were to compare differences in telomere length (TL) among younger (21-54 years) and older adults (≥55) with mild traumatic brain injury (mTBI) to non-injured controls and to examine the association between TL and the severity of post-concussive symptoms over time. We performed a quantitative polymerase chain reaction to determine the TL (Kb/genome) of peripheral blood mononuclear cell samples (day 0, 3 months, and 6 months) from 31 subjects. The Rivermead Post-Concussion Symptoms Questionnaire was used to assess symptoms. Group-by-time comparisons of TL and symptom severity were evaluated with repeated-measures analysis of variance. Multiple linear regression examined the relationship between TL, group (mTBI and non-injured controls), and symptom severity total and subscale scores. Significant aging-related differences in TL were found within mTBI groups by time (day 0, 3 months, and 6 months; p = 0.025). Older adults with mTBI experienced significant worsening of changes in total symptom severity scores over time (day 0, 3 months, and 6 months; p = 0.016). Shorter TLs were associated with higher total symptom burden among each of the four groups at day 0 (baseline; p = 0.035) and 3 months (p = 0.038). Shorter TL was also associated with higher cognitive symptom burden among the four groups at day 0 (p = 0.008) and 3 months (p = 0.008). Shorter TL was associated with higher post-injury symptom burden to 3 months in both older and younger persons with mTBI. Large-scale, longitudinal studies of factors associated with TL may be useful to delineate the mechanistic underpinnings of higher symptom burden in adults with mTBI.

Kidney Donor Perspectives on Acute Postoperative Pain Management.

This study employed a qualitative descriptive approach to examine living kidney donor's experience of postoperative pain. Thirteen living kidney donors aged 46.5 (±14.4) years participated in this study. Semi-structured interviews were conducted and transcribed. Transcripts were inductively coded and reviewed for trends, patterns, and insights into donor's experience of postoperative pain. Donors experienced postoperative pain from a variety of sources that hindered recovery and created anxiety and fear in some. Donors managed pain with opioid and non-opioid medications, social support, and ambulation. Donor's past experiences with and expectations about pain, relationships with intended recipients, social support, as well as motivations for and meaning of donation informed their experience of postoperative pain. Prompt pharmacologic intervention for pain, as well as further coaching and education about pain management should be emphasized for nurses caring for living kidney donors. Further study of how donor's motivation might mediate their pain experience is needed.

Lipidomics, Acute Ischemic Stroke, Symptoms, and Outcomes: Observational Study Protocol.

BACKGROUND: Acute ischemic stroke is one of the leading causes of death and disability globally. Recent advances in omics methodology enable lipidomic profiling, which may provide knowledge of the underlying pathology of acute ischemic stroke and its associated outcomes. OBJECTIVE: This study aims to examine the longer-term relationships between symptoms and outcomes following acute ischemic stroke and the underlying lipidomic signatures over 6 months during recovery between acute ischemic stroke patients who received reperfusion therapies and those who did not. METHODS: This prospective cohort study will enroll 104 participants post-acute ischemic stroke in two groups based on their receipt of reperfusion therapy (Group 1) or not (Group 2; n = 52/group). Peripheral plasma samples will be collected from both groups for lipidomic analysis over 6 months. Arterial blood samples will be collected during the procedure for those receiving reperfusion. Self-reported symptoms and outcome data will be collected from both groups. DISCUSSION: We will compare and examine the associations among plasma lipidomic biomarkers and symptoms and cognitive, functional, and health-related quality of life outcomes over 6 months between acute ischemic stroke patients who did and did not receive reperfusion intervention.

Interrelationships among workload, illness severity, and function on return to work following acute respiratory distress syndrome.

BACKGROUND: Inability to return to work (RTW) is common after acute respiratory distress syndrome (ARDS). OBJECTIVES: The aim of this study is to examine interrelationships among pre-ARDS workload, illness severity, and post-ARDS cognitive, psychological, interpersonal, and physical function with RTW at 6 and 12 months after ARDS. METHODS: We conducted a secondary analysis using the US multicentre ARDS Network Long-Term Outcomes Study. The US Occupational Information Network was used to determine pre-ARDS workload. The Mini-Mental State Examination and SF-36 were used to measure four domains of post-ARDS function. Analyses used structural equation modeling and mediation analyses. RESULTS: Among 329 previously employed ARDS survivors, 6- and 12-month RTW rates were 52% and 56%, respectively. Illness severity (standardised coefficients range: -0.51 to -0.54, p < 0.001) had a negative effect on RTW at 6 months, whereas function at 6 months (psychological [0.42, p < 0.001], interpersonal [0.40, p < 0.001], and physical [0.43, p < 0.001]) had a positive effect. Working at 6 months (0.79 to 0.72, P < 0.001) had a positive effect on RTW at 12 months, whereas illness severity (-0.32 to -0.33, p = 0.001) and post-ARDS function (psychological [6 months: 0.44, p < 0.001; 12 months: 0.33, p = 0.002], interpersonal [0.44, p < 0.001; 0.22, p = 0.03], and physical abilities [0.47, p < 0.001; 0.33, p = 0.007]) only had an indirect effect on RTW at 12 months mediated through work at 6 months. CONCLUSIONS: RTW at 12 months was associated with patients' illness severity; post-ARDS cognitive, psychological, interpersonal, and physical function; and working at 6 months. Among these factors, working at 6 months and function may be modifiable mediators of 12-month post-ARDS RTW. Improving ARDS survivors' RTW may include optimisation of workload after RTW, along with interventions across the healthcare spectrum to improve patients' physical, psychological, and interpersonal function.

Social integration: A concept analysis.

BACKGROUND: In recent decades, social isolation has been increasingly linked to serious health conditions. However, social integration (SI) is a complex concept that has not been systematically explored or defined in nursing. It is essential for nurses and healthcare providers to have a clearer concept of SI to better provide holistic care to support optimal health. PURPOSE: This concept analysis aimed to clarify the concept of SI in health research and to identify attributes, antecedents, and consequences of the concept of SI to enhance understanding of the concept and its implications for human health. METHODS: Walker and Avant's framework was used as the methodology for the concept analysis of SI. A literature search using PubMed, CINAHL, and Embase databases on SI was conducted with keywords: "integration," "social integration," "social relationships," "social participation," "community integration," "socialization." Studies included in the search were published from 2001 to 2021. RESULTS: SI is affected by multidimensional individual, societal, and environmental factors. Defining attributes are productive activities, social relationships, community engagement, and leisure activities. SI is effective in promoting multiple aspects of health as well as healthy aging and overall well-being. CONCLUSION: The analysis contributes to a comprehensive and fundamental understanding of SI and contributes to helping nurses better understand patients' circumstances that promote or inhibit SI. This knowledge will support the development of interventions that support optimal health and well-being, in assisting patients to remain integrated or reintegrate into society during and following an illness or injury.

A Systematic Review of Virtual Reality Therapeutics for Acute Pain Management.

OBJECTIVES: The purpose of this systematic review is to examine the delivery and clinical efficacy of virtual reality (VR) therapeutics for acute pain management in adults and identify practical considerations of VR deployment, as well as current gaps in the literature. DESIGN: A systematic review. DATA SOURCES: A search of PubMed, CINAHL, PsychINFO, Embase, Compendex, and Inspec was completed using Medical Subject Headings (MeSH) and keyword search terms related to acute pain and VR. REVIEW/ANALYSIS METHODS: A systematic review of all pertinent articles published between January 1, 2000, and August 1, 2020, was conducted according to the Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) guidelines. RESULTS: Twenty-three articles met final inclusion criteria and were included in this review. Studies utilized VR in a variety of settings for wound care, procedure-induced pain, physical or occupational therapy, dental treatment or generalized acute pain. A likely mechanism by which VR promoted analgesia in these studies is distraction. Of the reviewed studies, 19 (83%) reported decreases in pain intensity while using VR compared with no VR use or with a non-VR group. CONCLUSIONS: This systematic review found VR to be an effective tool for acute pain management. Findings from this review also underscore the importance of addressing the patient's sense of presence and levels of immersion, interaction, and interest when deploying VR. Future VR studies should consider incorporation of anxiety, presence, and VR side effect measures in addition to acute pain metrics.

Perceptions of and Experiences with Consumer Sleep Technologies That Use Artificial Intelligence.

This study aims to assess the perspectives and usability of different consumer sleep technologies (CSTs) that leverage artificial intelligence (AI). We answer the following research questions: (1) what are user perceptions and ideations of CSTs (phase 1), (2) what are the users' actual experiences with CSTs (phase 2), (3) and what are the design recommendations from participants (phases 1 and 2)? In this two-phase qualitative study, we conducted focus groups and usability testing to describe user ideations of desires and experiences with different AI sleep technologies and identify ways to improve the technologies. Results showed that focus group participants prioritized comfort, actionable feedback, and ease of use. Participants desired customized suggestions about their habitual sleeping environments and were interested in CSTs+AI that could integrate with tools and CSTs they already use. Usability study participants felt CSTs+AI provided an accurate picture of the quantity and quality of sleep. Participants identified room for improvement in usability, accuracy, and design of the technologies. We conclude that CSTs can be a valuable, affordable, and convenient tool for people who have issues or concerns with sleep and want more information. They provide objective data that can be discussed with clinicians.

Improving Asthma Care Together (IMPACT) mobile health intervention for school-age children with asthma and their parents: a pilot randomised controlled trial study protocol.

INTRODUCTION: Asthma is an incurable, lifelong condition that places children at increased risk for exacerbation, hospitalisation and school absences. Most paediatric asthma interventions target parents alone and are overly prescriptive. Improving Asthma Care Together (IMPACT) is a novel shared management system comprised of a mobile health (mHealth) application, symptom watch and tailored health intervention that pairs parent and child together as an asthma management team. IMPACT helps families monitor asthma status, tailor asthma management strategies and facilitate intentional transition of asthma management to the child. The purpose of this study is to determine the feasibility, acceptability and preliminary efficacy of the IMPACT intervention. METHODS AND ANALYSIS: This pilot randomised controlled trial will recruit 60 children with asthma (7-11 years) and one parent. All parent-child dyads will complete data collection sessions at baseline, postintervention and follow-up. Dyads randomised to the intervention group (IMPACT) will complete the 8-week intervention comprised of weekly activities including symptom monitoring, goal setting and progress monitoring. Dyads randomised to the control group will receive usual care but then be provided access to IMPACT at the end of the study. Feasibility will be measured by the proportion of eligible dyads enrolled and retained. Acceptability of IMPACT will be assessed using the Acceptability of Intervention Measure, the System Usability Scale and a semistructured interview. Preliminary efficacy is determined based on change in primary outcomes, parent-reported and child-reported asthma responsibility and asthma self-efficacy scores, from baseline. ETHICS AND DISSEMINATION: This study has been approved by the University of Washington Institutional Review Board; study ID: STUDY00010461. Participants gave informed consent to participate in the study before taking part. Study results will be disseminated in peer-reviewed journals and scientific conferences. A lay summary will be provided to study participants. TRIAL REGISTRATION NUMBER: NCT04908384 (ClinicalTrials.gov identifier).

Association of imbalance between job workload and functional ability with return to work in ARDS survivors.

BACKGROUND: Inability to return to work (RTW) is common after acute respiratory distress syndrome (ARDS). Mismatch in an individual's job workload and his or her functional ability, termed work ability imbalance, is negatively associated with RTW, but has not been evaluated in ARDS survivors. OBJECT: We examine associations between work ability imbalance at 6 months and RTW at 6 months and 12 months, as well as the ability to sustain employment in ARDS survivors. METHODS: Previously employed participants from the ARDS Network Long-Term Outcomes Study (N=341) were evaluated. Pre-ARDS workload was determined based on the US Occupational Information Network classification. Post-ARDS functional ability was assessed using self-reported 36-Item Short Form Health Survey (SF-36) physical functioning, social functioning and mental health subscales, and Mini-Mental State Examination. ARDS survivors were categorised into four work ability imbalance categories: none, psychosocial, physical, and both psychosocial and physical. RESULTS: Almost 90% of ARDS survivors had a physical and/or psychosocial work ability imbalance at both 6-month and 12-month follow-up. Compared with survivors with no imbalance at 6 months, those with both physical and psychosocial imbalance had lower odds of RTW (6 months: OR=0.33, 95% CI=0.13 to 0.82; 12 months: OR=0.22, 95% CI=0.07 to 0.65). Thirty-eight (19%) of those who ever RTW were subsequently jobless at 12 months. CONCLUSION: Interventions aimed at rebalancing ARDS survivors' work ability by addressing physical and psychosocial aspects of their functional ability and workload should be explored as part of efforts to improve RTW, maintain employment and reduce the financial impact of joblessness.

Sleep Disturbance and Self-management in Adults With Subarachnoid Hemorrhage: A Qualitative Study.

Subarachnoid hemorrhage (SAH) survivors often experience sleep disturbances. Little is known about sleep-management practices used to improve their sleep. The purpose of this qualitative study was to explore interest in and engagement with self-management practices to promote sleep health in SAH survivors. We conducted a cross-sectional qualitative study using semi-structured interviews with a convenience sample of 30 SAH survivors recruited from a university hospital. We conducted content analysis of interview transcripts. Three themes and 15 subcategories were identified: (1) sleep disturbances (difficulties falling asleep, wake after sleep onset, daytime sleepiness, too much or insufficient sleep, and poor sleep quality); (2) sleep-management practices (exercise, regular sleep schedule, relaxation, keeping busy and staying active, changing beverage intake, taking supplements, taking medications, recharging energy, and barriers to sleep management); and (3) consulting with healthcare providers (discussing sleep problems with healthcare providers). Self-management strategies focusing on health-promoting behaviors may improve SAH survivors' sleep health.

Internet-of-Things Smart Home Technology to Support Aging-in-Place: Older Adults' Perceptions and Attitudes.

The purpose of the current study was to examine older adults' perceptions of Internet-of-Things (IoT) smart home devices as part of a real-world feasibility study and describe what factors affect adoption of these technologies. A total of 37 community-dwelling older adults enrolled in the 2-month study. Participants chose among different IoT devices to be installed in their home for the study period. Semi-structured interviews to explore perceptions of the technology were conducted. Older adults have unique preferences for specific types of IoT devices and their functionalities. Similarly, there were different degrees of acceptability across devices. In general, older adults had a positive attitude toward IoT smart home technologies to support their health management. Emergency preparedness was a key benefit of IoT devices identified by many older adults. In addition, convenience of a voice interface provided by a smart speaker was appreciated among participants. Older adults seemed to weigh the benefits and actual need for having the devices against potential infringements on privacy. Nurses and system designers should consider ethical and practical challenges related to the interconnected services of the IoT domain for older adults. [Journal of Gerontological Nursing, 47(4), 15-21.].

Innovations in Ph.D. education to prepare nurse scientists for the future.

The University of Pennsylvania sponsored a PhD summit in October 2019 to bring together faculty and leaders in PhD education as well as professional associations in nursing to discuss the state of PhD education. Participants were divided into groups and asked to address specific questions. This paper presents the discussion points and recommendations from the group focusing on innovation in PhD education. Innovations such as team mentoring models, design thinking courses, and structures that support students to progress from BSN through PhD programs are discussed. Recommendations include a need to intentionally structure faculty development earlier in their professorial careers, develop team models of advisement and longitudinal follow-up of alumni graduates form Ph.D. programs to examine the effectiveness of innovations.

Association of Job Characteristics and Functional Impairments on Return to Work After ARDS.

BACKGROUND: Joblessness is common after ARDS, but related risk factors are not fully understood. RESEARCH QUESTION: What is the association between survivors' pre-ARDS workload and post-ARDS functional impairment, pain, and fatigue with their return to work (RTW) status? STUDY DESIGN AND METHODS: The U.S. Occupational Information Network (O∗NET) was used to determine pre-ARDS workload for participants in the ARDS Network Long-Term Outcomes Study (ALTOS). Post-ARDS functional impairment was assessed using the Mini-Mental State Examination and SF-36 Physical Functioning, Social Functioning, and Mental Health sub-scales, and categorized as either no impairments, only psychosocial impairment, physical with low psychosocial impairment, or physical with high psychosocial impairment. Post-ARDS pain and fatigue were assessed using the SF-36 pain item and Functional Assessment of Chronic Illness Therapy-Fatigue Scale fatigue scale, respectively. Generalized linear mixed modeling methods were used to evaluate associations among pre-ARDS workload, post-ARDS functional impairment, and symptoms of pain and fatigue with post-ARDS RTW. RESULTS: Pre-ARDS workload was not associated with post-ARDS RTW. However, as compared with survivors with no functional impairment, those with only psychosocial impairment (OR [CI]: 0.18 [0.06-0.50]), as well as physical impairment plus either low psychosocial impairment (0.08 [0.03-0.22]) or high psychosocial impairment (0.01 [0.003-0.05]) had lower odds of working. Pain (0.06 [0.03-0.14]) and fatigue (0.07 [0.03-0.16]) were also negatively associated with RTW. INTERPRETATION: For previously employed survivors of ARDS, post-ARDS psychosocial and physical impairments, pain, and fatigue were negatively associated with RTW, whereas pre-ARDS workload was not associated. These findings are important for designing and implementing vocational interventions for ARDS survivors.

Older Spousal Dyads and the Experience of Recovery in the Year After Traumatic Brain Injury.

ABSTRACT: BACKGROUND: Significant others of older persons with traumatic brain injury (TBI) may be more likely to face increased caregiving responsibilities, leading to increased relationship challenges. Relatively little is known about this cohort. The study aimed to describe the impact of experiencing a mild/moderate TBI on the older adult as well as the significant other in the year post injury. DESIGN AND METHODS: This is a multiple-case study using data from a larger parent study. Qualitative content analysis of interviews conducted at 1, 3, 6, and 12 months post injury with 3 dyads was performed (24 interviews) and included cross-case and cross-time comparisons. RESULTS: Dyads that included persons 65 years and older with a mild-moderate TBI and their significant others were enrolled (N = 3/6 individuals). The identified themes were struggling to accept limitations and acceptance, gratitude, fear and concern, frustration/anger/guilt/resentment, broader social support, emotional coping, and the presence or absence of broader social support. CONCLUSIONS: Feelings of hope, gratitude, and acceptance serve as vital ways for couples to continue toward a path of recovery and healing. Lack of social support was a stressor, creating a barrier to recovery. Significant others tended to focus on others versus self-care needs. Nurses should integrate social support and self-care into the assessment of the spousal dyad after TBI. These findings can also inform the development of support groups and case management models for both patients after TBI and their significant others.

Evaluation of pharmaceutical pictograms by older "turkers": A cross-sectional crowdsourced study.

BACKGROUND: Well-designed pharmaceutical pictograms may improve patients' understanding of medication instructions. However, the iterative participatory design process required to produce effective pictograms can be costly in terms of money, time, and effort. Crowdsourcing has been applied to bring down the costs of the participatory design process, but the feasibility of using this approach with older adults remains largely unknown. OBJECTIVES: To evaluate the feasibility of using Amazon Mechanical Turk (MTurk), a leading crowdsourcing platform, for participatory pictogram evaluation with older adults (55+) and to evaluate the comprehensibility of USP pictogram, identify common misinterpretations, and explore the relationship between selected participant characteristics and their pictogram comprehension performance. METHODS: 108 older adults (56.5% female; 57-80 years of age) were recruited via MTurk to complete a cross-sectional online survey that asked them to interpret 15 USP pictograms and answer questions about their health and health literacy. RESULTS: It was feasible to perform pictogram evaluation with older adults on MTurk, as shown by ease of recruitment and high data quality. Of the 15 pictograms tested, seven (46.7%) resulted in a comprehensibility score below the threshold established by the American National Standards Institute (ANSI), eight (53.3%) elicited common misinterpretations, and two (13.3%) resulted in ANSI-defined "critical confusion." Age (P = 0.04) was associated with pictogram comprehension performance. Certain issues with the pictogram subtitles emerged during the evaluation. CONCLUSIONS: MTurk is a feasible platform for participatory pictogram evaluation, even for a sole target of older adults. The USP should develop a pictogram user manual, redesign pictograms confusing to older adults, and establish policies and procedures to ensure that pictogram subtitles conform to evidence-based best practices and standards for patient-centered written drug information.

Plasma Phospholipid Metabolites Associate With Functional Outcomes Following Mild Traumatic Brain Injury in Older Adults.

OBJECTIVE: To compare differences using a metabolomics approach in older adults (≥55) with mild traumatic brain injury (mTBI) to control adults and to identify a signature profile related to functional outcome 3-6 months post-injury. METHODS: We performed metabolomics analysis using LC-MS of untargeted aqueous metabolites on plasma samples taken from a parent prospective cohort study. Older adults with mTBI (n = 14) were purposively sampled to include participants with worsening (decrease in GOS-E of at least 1 level) and improved (increase in GOS-E of at least 1 level) outcomes from 3 to 6 months. The data were analyzed using PLS-DA with VIP scores, Random Forest, and spline fit between the different groups as a function of time for exposure on outcome. RESULTS: Separation of comparisons were seen at 24 hours (negative ionization) and 6 months (positive ionization), revealing two metabolites of interest, phosphatidylcholine and phosphatidylethanolamine. Phosphatidylcholine levels were higher in those with mTBI compared to controls (p < 0.05), while lower concentration of phosphatidylethanolamine was seen in those with mTBI compared to controls (p < 0.05). Phosphatidylinositol-3,4,5-trisphosphate was significant in those with mTBI compared to controls (n = 10) based on improved (n = 6) versus worsened (n = 8) outcomes from 3 to 6 months. CONCLUSION: We identified plasma metabolites related to phospholipid metabolism in older adults following mTBI and associated with long-term functional outcome. These findings may underly pathological mechanisms of outcome differences in older adults who experience mTBI.