Factors Associated With Healthcare and Financial Decision Making Among Older Black Adults Without Dementia.

OBJECTIVES: The study aims to identify factors associated with health care and financial decision-making among older Black adults without dementia. METHODS: Participants (N = 326) underwent assessments of decision-making and completed measurements of factors from four categories: cognitive, contextual, psychosocial, and personality. We performed separate linear regression models to examine the association between each factor and decision-making and created a fully adjusted model. RESULTS: Higher global cognition (estimate = 1.92, SE = 0.21, p < .0001) was associated with better decision-making. Contextual factors including higher current annual income (estimate = 0.23, SE = 0.05, p < .0001), higher childhood socioeconomic status (estimate = 0.48, SE = 0.18, p = .006), higher health and financial literacy (estimate = 0.08, SE = 0.01, p < .0001), and lower financial stress (estimate = -0.19, SE = 0.07, p = .01) were associated with better decision-making. More psychological well-being (estimate = 0.07, SE = 0.22, p = .001), a psychosocial factor, and less neuroticism (estimate = -0.06, SE = 0.02, p = .002), a personality factor, were associated with better decision-making. In the fully adjusted model, two factors, higher global cognition and higher literacy (health and financial), remained associated with better decision-making. CONCLUSIONS: Cognitive and contextual factors serve as drivers of decision-making among older Black adults. CLINICAL IMPLICATIONS: Clinicians may implement strategies to bolster cognition and improve health and financial literacy to facilitate optimal decision-making among older Black adults.

Childhood socioeconomic status interacts with cognitive function to impact scam susceptibility among community-dwelling older adults.

OBJECTIVES: We examined whether childhood socioeconomic status (SES) is related to scam susceptibility in old age and tested the hypothesis that childhood SES interacts with cognitive function to impact scam susceptibility. METHODS: This study employed a cross-sectional design. All data were collected in participants' community-based residences. Participants were 1071 older adults (mean age = 81.05 years, SD = 7.53) without dementia (median MMSE score = 28.29, IQR = 27.86-30.00). Participants completed assessments of childhood SES, cognitive function, and scam susceptibility. We used linear regression models to examine the associations of childhood SES and cognitive function with scam susceptibility. RESULTS: In a regression model adjusted for age, gender, and education, poorer cognitive function was associated with higher scam susceptibility, but childhood SES was not. However, in an additional model that included the interaction of childhood SES and cognitive function, the interaction was significant, such that lower childhood SES was associated with higher scam susceptibility among participants with lower cognitive function. CONCLUSION: Lower childhood SES is associated with higher scam susceptibility among older adults with lower levels of cognitive function. Thus, older adults who experienced limited resources in childhood and have lower cognitive function may represent a specific group for interventions to increase scam awareness and prevent financial exploitation.

The Association of Late Life Cognitive Activity with Healthcare and Financial Decision-Making in Community-Dwelling, Nondemented Older Adults.

OBJECTIVE: The purpose of this study was to test the hypothesis that late life cognitive activity is associated with decision-making in older adults and to examine whether this association varies by level of cognitive function. DESIGN: This study employed a cross-sectional design. SETTING: All data were collected in participants' community-based residences. PARTICIPANTS: Participants were 1,084 older adults (mean age = 81.05 years, standard deviation = 7.53) without dementia (median Mini-Mental State Examination score = 29, interquartile range = 27.86-30.00). MEASUREMENTS: Participants completed assessments of late life cognitive activity, cognitive function, and decision-making. We used linear regression models to examine the associations of late life cognitive activity and cognitive function with decision-making. RESULTS: In a regression model adjusted for age, gender, and education, more frequent late life cognitive activity was associated with better decision-making, as was higher cognitive function. Furthermore, in an additional model that included the interaction of late life cognitive activity and cognitive function, the interaction was significant, such that late life cognitive activity was most strongly associated with decision-making among participants with lower levels of cognitive function. CONCLUSION: Frequent engagement in late life cognitive activity may help maintain decision-making among older persons, particularly among those with lower levels of cognitive function.

Associations of health and financial literacy with mortality in advanced age.

BACKGROUND: Health and financial literacy are central to older adults' well-being and financial standing, but the relation of literacy with mortality in advanced age remains unclear. AIMS: To determine whether lower literacy, as reflected in measures of total literacy and subscales of health and financial literacy, was associated with an increased risk of mortality. METHODS: Participants were 931 community-based older adults from the Rush Memory and Aging Project [age: mean (SD) = 80.9 (7.6), range 58.8-100.8], an ongoing, prospective observational cohort study of aging. Participants were without dementia at the time literacy was assessed. Proportional hazards models were used to determine whether literacy measures were associated with mortality. RESULTS: During up to 8 years of follow-up, 224 (24.1% of 931) participants died. In models that adjusted for age, sex, and education, lower total, health, and financial literacy were each associated with an increased risk of mortality (total literacy: HR = 1.020, 95% CI 1.010-1.031, p < 0.001; health literacy: HR = 1.015, 95% CI 1.008-1.023, p < 0.001; financial literacy: HR = 1.013, 95% CI 1.003-1.023, p = 0.014). These associations persisted after additionally adjusting for income and indices of health status; however, only the association of lower health literacy with mortality persisted after further adjusting for a robust measure of global cognition. DISCUSSION: We suspect that the current associations of lower literacy with mortality reflect the detrimental effect of early pathologic brain aging on literacy. CONCLUSIONS: Lower literacy, particularly lower health literacy, is associated with mortality in advanced age.

Association of TDP-43 Pathology With Domain-specific Literacy in Older Persons.

BACKGROUND: Low health and financial literacy may be an early behavioral manifestation of cognitive impairment, dementia, and accumulating Alzheimer pathology. However, there are limited studies investigating the behavioral features associated with hyperphosphorylated transactive response DNA-binding protein-43 (TDP-43), a common age-related pathology, and even fewer studies investigating the neurobiological basis underlying low literacy in aging. OBJECTIVE: To test the hypothesis that TDP-43 pathology is associated with lower literacy. MATERIALS AND METHODS: Data came from 293 community-based older persons who were enrolled in 2 ongoing studies of aging. Participants completed literacy and cognitive assessments, consented to brain donation, and underwent detailed neuropathologic evaluation for Alzheimer disease (AD) and TDP-43. Linear regression models assessed the association of TDP-43 with literacy after adjusting for demographics, and AD pathology. Posthoc pairwise comparisons examined whether the level of literacy differed by TDP-43 stage. RESULTS: TDP-43 pathology was associated with lower literacy (estimate=-3.16; SE=0.86; P<0.001), above and beyond demographics and AD pathology, and this association persisted even after additionally adjusting for global cognition (estimate=-1.53; SE=0.74; P=0.038). Further, literacy was lower among persons with neocortical TDP-43 pathology compared with those without TDP-43 pathology. CONCLUSIONS: TDP-43 pathology is associated with lower health and financial literacy in old age, above and beyond AD pathology.

Scientific Quality of Health-Related Articles in Specialty Cannabis and General Newspapers in San Francisco.

Recreational cannabis is being legalized in states across the USA. The public relies on popular media for health information about cannabis. We assessed the accuracy of reporting on health effects of cannabis use in GreenState, a specialty publication on cannabis published by the San Francisco Chronicle and the main newspaper using the Index of Scientific Quality for Health Related News Reports. Results were compared using t-tests. Seventeen GreenState articles and four San Francisco Chronicle articles were identified for analysis. Health articles in GreenState scored 2.9 (±1.1 [SD]) Global, with the highest scoring category Applicability (4.5 ± 0.4) and the lowest Precision (2.4 ± 1.0) on a scale of 1-5. In contrast, the San Francisco Chronicle articles received a Global rating of 4.6 (±0.2), ranging from Applicability (5.0 ± 0) to Benefits (3.8 ± 0.9). Articles in the San Francisco Chronicle scored significantly higher in all categories but Benefits which was not significantly different for the San Francisco Chronicle compared with GreenState (3.8 vs. 3.6, p = 0.77). The public, clinicians, and policymakers need to be aware of this pattern and treat information in publications like GreenState with an appropriate level of skepticism until the quality of reporting improves to general journalistic standards.

Health and Financial Literacy and the Acquisition of COVID-19 Knowledge in Older Adults.

Knowledge about COVID-19 enters into many aspects of decision making, especially for older people who are at increased risk of severe disease or death. Yet little is known about the resources that supported older people's uptake of COVID-19 knowledge. Here, we hypothesized that higher pre-pandemic health and financial literacy was associated with higher COVID-19 knowledge. Participants were 434 community-based older people without dementia. COVID-19 knowledge was assessed via a 5-item measure, and health and financial literacy was assessed via a 32-item measure. In an ordinal regression model adjusted for age, gender, and education, higher literacy was associated with higher COVID-19 knowledge (p < .0001), and this association persisted after further adjusting for robust measures of global cognition or one of five specific cognitive domains (all p's ≤ .0001). These findings suggest that literacy plays a key role in supporting older people's acquisition of impactful knowledge in the real world.

SCAN for Abuse: Electronic Health Record-Based Universal Child Abuse Screening.

BACKGROUND: Identification of physical abuse at the point of care without a systematic approach remains inherently subjective and prone to judgement error. This study examines the implementation of an electronic health record (EHR)-based universal child injury screen (CIS) to improve detection rates of child abuse. METHODS: CIS was implemented in the EHR admission documentation for all patients age 5 or younger at a single medical center, with the following questions. 1) "Is this patient an injured/trauma patient?" 2) "If this is a trauma/injured patient, where did the injury occur?" A "Yes" response to Question 1 would alert a team of child abuse pediatricians and social workers to determine if a patient required formal child abuse clinical evaluation. Patients who received positive CIS responses, formal child abuse work-up, and/or reports to Child Protective Services (CPS) were reviewed for analysis. CPS rates from historical controls (2017-2018) were compared to post-implementation rates (2019-2021). RESULTS: Between 2019 and 2021, 14,150 patients were screened with CIS. 286 (2.0 %) patients screened received positive CIS responses. 166 (58.0 %) of these patients with positive CIS responses would not have otherwise been identified for child abuse evaluation by their treating teams. 18 (10.8 %) of the patients identified by the CIS and not by the treating team were later reported to CPS. Facility CPS reporting rates for physical abuse were 1.2 per 1000 admitted children age 5 or younger (pre-intervention) versus 4.2 per 1000 (post-intervention). CONCLUSIONS: Introduction of CIS led to increased detection suspected child abuse among children age 5 or younger. LEVEL OF EVIDENCE: Level II. TYPE OF STUDY: Study of Diagnostic Test.

Lower hippocampal volume predicts decrements in lane control among drivers with amnestic mild cognitive impairment.

OBJECTIVES: There are few methods to discern driving risks in patients with early dementia and mild cognitive impairment (MCI). We aimed to determine whether structural magnetic resonance imaging (MRI) of the hippocampus-a biomarker of probable Alzheimer pathology and a measure of disease severity in those affected--is linked to objective ratings of on-road driving performance in older adults with and without amnestic MCI. METHODS: In all, 49 consensus-diagnosed participants from an Alzheimer's Disease Research Center (15 diagnosed with amnestic MCI and 34 demographically similar controls) underwent structural MRI and on-road driving assessments. RESULTS: Mild atrophy of the left hippocampus was associated with less-than-optimal ratings in lane control but not with other discrete driving skills. Decrements in left hippocampal volume conferred higher risk for less-than-optimal lane control ratings in the patients with MCI (B = -1.63, standard error [SE] = .74, Wald = 4.85, P = .028), but not in controls (B = 0.13, SE = .415, Wald = 0.10, P = .752). The odds ratio and 95% confidence interval for below-optimal lane control in the MCI group was 4.41 (1.18-16.36), which was attenuated to 3.46 (0.88-13.60) after accounting for the contribution of left hippocampal volume. CONCLUSION: These findings suggest that there may be a link between hippocampal atrophy and difficulties with lane control in persons with amnestic MCI. Further study appears warranted to better discern patterns of brain atrophy in MCI and Alzheimer disease and whether these could be early markers of clinically meaningful driving risk.

Change in Decision-Making Analysis and Preferences in Old Age.

OBJECTIVES: To test the hypotheses that decision making ability declines in old age and that a higher level of cognitive reserve is associated with a reduced rate of decline. METHODS: As part of an ongoing cohort study, 982 older adults without dementia at study enrollment completed measures of purpose in life and cognitive activity which were used as markers of cognitive reserve. At annual intervals thereafter, they completed 6 tests of decision making. RESULTS: In a factor analysis of baseline decision making scores, 3 measures (financial/health literacy, financial/health decision making, scam susceptibility) loaded on an "analytic" factor and 3 (temporal discounting small stakes, temporal discounting large stakes, risk aversion) loaded on a "preferences" (for temporal discounting and avoiding risk) factor. During a mean of 4.7 years of follow-up (standard deviation = 2.9), analytic factor scores decreased (mean = 0.042-unit per year, standard error [SE] = 0.006, p < .001) and preferences factor scores increased (mean = 0.021-unit per year, SE = 0.006, p < .001), with a correlation of 0.13 (p < .001) between rates of change. Evidence of an association between cognitive reserve and decision making was mixed with purpose in life related to change in analytic decision making, whereas past (but not current) cognitive activity was related to change in decision making preferences. DISCUSSION: Decision making analysis and preferences change over time in late life. Change over time in decision making components is relatively independent and differentially related to age and cognitive reserve.

Well-Being and Aging-Related Decline in Financial and Health Literacy in Advanced Age.

OBJECTIVES: Emerging evidence suggests that financial and health literacy deteriorates in advanced age. By contrast, well-being promotes health in aging. This study tested the hypothesis that well-being is associated with slower aging-related literacy decline. METHODS: Participants were 1,099 community-based older adults without dementia at baseline. Financial and health literacy was assessed at baseline and annually thereafter via a 32-item measure. Well-being was assessed at baseline via the 18-item version of Ryff's Scales of Psychological Well-Being. RESULTS: During up to 12 years of annual follow-up, literacy declined about 1 percentage point per year on average (ß = -0.91, standard error [SE] = 0.08, p < .001); however, there was considerable variation in change in literacy between participants (random slopes variance = 1.24, SE = 0.15, p < .001). In a linear mixed-effects model adjusted for age, sex, and education, higher well-being was associated with higher starting level of literacy (ß = 2.31, SE = 0.67, p = .001) and, critically, slower literacy decline (ß = 0.29, SE = 0.11, p = .01). The association of higher well-being with slower literacy decline persisted in models that additionally adjusted for income, medical conditions, depressive symptoms, and a robust measure of global cognition. DISCUSSION: This study suggests that well-being helps stave off aging-related literacy decline.

Psychological Well-being Relates to Healthcare and Financial Decision Making in a Study of Predominantly White Older Adults.

The purpose of this study was to test the hypotheses that psychological well-being is associated with healthcare and financial decision making in older adults and that this association varies by the level of cognitive function. Participants were 1082 older adults (97% non-Latino White; 76% women; mean age = 81.04 years; SD = 7.53) without dementia (median MMSE score = 29.00, IQR = 27.86-30.00). In a regression model adjusted for age, gender, and years of education, higher levels of psychological well-being were associated with better decision making (estimate = 0.39, standard error [SE] = 0.11, p < .001), as was better cognitive function (estimate = 2.37, SE = 0.14, p < .0001). In an additional model, an interaction of psychological well-being and cognitive function was significant (estimate = -0.68, SE = 0.20, p < .001), such that higher levels of psychological well-being were most beneficial for decision making among participants with lower levels of cognitive function. Higher levels of psychological well-being may help sustain decision making among older persons, particularly those with lower levels of cognitive function.

Effects of nicotine on spinal cord injury pain: a randomized, double-blind, placebo controlled crossover trial.

BACKGROUND: One factor affecting spinal cord injury (SCI)-related pain may be nicotine. Case reports have described a worsening of neuropathic pain from smoking and relief from abstinence. Neurobiological correlates also implicate the potential effect of nicotine on SCI-related pain. METHOD: The current study employed a randomized, placebo-controlled crossover design to examine the effect of nicotine exposure on subtypes of SCI-related pain among smokers and nonsmokers. RESULTS: Whereas nonsmokers with SCI showed a reduction in mixed forms of pain following nicotine exposure, smokers with SCI showed a converse increase in pain with regard to both mixed and neuropathic forms of pain. The exacerbation of pain in chronic nicotine or tobacco users may not only elucidate possible pain mechanisms but may also be of use in smoking cessation counseling among those with SCI.

The Burden of Patients With Lower Limb Amputations in a Community Safety-net Hospital.

BACKGROUND: The functional disability after amputation is tremendous and imposes a high economic burden on patients and health systems. The current literature on the costs of amputation has been limited to the index hospitalization or a short time window around the amputation procedure, which covers a small percentage of the total costs. METHODS: We conducted a retrospective cohort study of patients who underwent lower extremity amputations at a single urban public level 1 trauma hospital. Resource utilization and healthcare costs 1 year before and 1 year after the index amputation were examined. Hospitalization costs were estimated using cost center-based cost-to-charge ratios for the 2-year follow-up. RESULTS: The sample comprised 90 patients (73 men and 17 women) with a mean age of 55.9 years (SD, 9.9). Most amputations were secondary to diabetes (74%) and vascular disease in the absence of diabetes (22%). During the 2-year window around the index amputation, patients had an average of 2.7 admissions (SD, 2.3), mean index length of stay of 14.6 days (SD, 22.3), and a mean cumulative length of stay of 31.3 days (SD, 43.4). The patients had a mean of 2.3 (SD, 3.2) additional procedures performed on their amputated limb. Twenty-one patients (23%) required additional proximal amputations, with an average change of 2.2 (SD, 1.6) levels. The mean cost, per patient, of the index hospitalization was $51,481. Over the 2-year period, the mean cost of hospitalizations was $114,292 per patient with a total cost, summed over the cohort, of $10,286,250. Approximately 64% of the total cost went uncompensated. DISCUSSION: Over a 2-year window, amputees endured multiple procedures, readmissions, and reamputations, leading to high healthcare costs. Further research into resource-conscious interventions and programs is needed to control the burdens faced by amputees and the health systems that care for them.

Purpose in Life and Cognition Interact to Impact Healthcare and Financial Decision Making in Old Age.

Objectives: Little is known about the contribution of positive psychological factors, such as purpose in life, to healthcare and financial decision making in aging. Here, we examined the relationship between purpose and decision making and tested the hypothesis that purpose benefits decision making, particularly when cognition is limited. Methods: Participants were 1081 community-based older adults without dementia. Healthcare and financial decision making was measured via a 12-item performance-based instrument. Purpose was measured via a 10-item scale. Results: In a linear regression model adjusted for age, sex, and education, higher global cognition was associated with better performance on the decision making measure, as expected. Purpose was not directly related to decision making. However, the interaction of purpose with cognition was significant, such that greater purpose was associated with better decision making among persons with lower cognition. Discussion: Purpose in life may promote better decision making among older adults with lower cognition.

Bone turnover markers as surrogates of fracture healing after intramedullary fixation of tibia and femur fractures.

AIMS: Bone turnover markers (BTMs) follow distinct trends after fractures and limited evidence suggests differential levels in BTMs in patients with delayed healing. The effect of vitamin D, and other factors that influence BTMs and fracture healing, is important to elucidate the use of BTMs as surrogates of fracture healing. We sought to determine whether BTMs can be used as early markers of delayed fracture healing, and the effect of vitamin D on BTM response after fracture. METHODS: A total of 102 participants aged 18 to 50 years (median 28 years (interquartile range 23 to 35)), receiving an intramedullary nail for a tibial or femoral shaft fracture, were enrolled in a randomized controlled trial comparing vitamin D3 supplementation to placebo. Serum C-terminal telopeptide of type I collagen (CTX; bone resorption marker) and N-terminal propeptide of type I procollagen (P1NP; bone formation marker) were measured at baseline, six weeks, and 12 weeks post-injury. Clinical and radiological fracture healing was assessed at three months. RESULTS: CTX and P1NP concentrations peaked at six weeks in all groups. Elevated six-week CTX and P1NP were associated with radiological healing at 12 weeks post-injury (odds ratio (OR) 10.5; 95% confidence interval 2.71 to 53.5, p = 0.002). We found no association between CTX or P1NP and functional healing. Baseline serum 25(OH)D showed a weak inverse relationship with P1NP (p = 0.036) and CTX (p = 0.221) at 12 weeks, but we observed no association between vitamin D supplementation and either BTM. CONCLUSION: Given the association between six-week BTM concentrations and three-month radiological fracture healing, CTX and P1NP appear to be potential surrogate markers of fracture healing. Cite this article: Bone Joint Res 2022;11(4):239-250.

Susceptibility to Scams in Older Black and White Adults.

Previous reports on racial differences in scam susceptibility have yielded mixed findings, and few studies have examined reasons for any observed race differences. Older Black and White participants without dementia (N = 592) from the Minority Aging Research Study and the Rush Memory and Aging Project who completed a susceptibility to scam questionnaire and other measures were matched according to age, education, sex, and global cognition using Mahalanobis distance. In adjusted models, older Black adults were less susceptible to scams than older White adults (Beta = -0.2496, SE = 0.0649, p = 0.0001). Contextual factors did not mediate and affective factors did not moderate this association. Analyses of specific items revealed Black adults had greater knowledge of scam targeting of older adults and were less likely to pick up the phone for unidentified callers. Older Black adults are less susceptible to scams than demographically-matched older White adults, although the reasons remain unknown.

Loneliness Interacts With Cognition in Relation to Healthcare and Financial Decision Making Among Community-Dwelling Older Adults.

BACKGROUND AND OBJECTIVES: Cognition is a known determinant of healthcare and financial decision making in old age. Social vulnerabilities also might play a role in such decisions; however, the evidence for this is less clear. Here, we examined the association of loneliness with decision making and tested the hypothesis that loneliness is associated with decision making via its interaction with global cognition. RESEARCH DESIGN AND METHODS: Participants were 1,121 nondemented older adults from the Rush Memory and Aging Project. Healthcare and financial decision making was assessed via a performance-based measure; loneliness was assessed via the De Jong Gierveld Loneliness Scale; and cognition was assessed via a 19-test neuropsychological battery. RESULTS: In a regression model adjusted for age, sex, and education, global cognition was associated with decision making (B = 2.43, SE = 0.14, p < .001) but loneliness was not (B = -0.04, SE = 0.11, p = .72). However, in a model including the interaction of loneliness with global cognition, the interaction was significant (B = 0.44, SE = 0.20, p = .03), such that the detrimental effect of loneliness on decision making was stronger when cognition was low. In secondary analyses examining the interaction of loneliness with 5 specific cognitive domains, the interaction between loneliness and working memory with decision making was significant (B = 0.35, SE = 0.15, p = .02). DISCUSSION AND IMPLICATIONS: Our results suggest that loneliness compromises healthcare and financial decision making among older adults with lower global cognition and, more specifically, lower working memory.

Associations of decision making abilities with blood pressure values in older adults.

OBJECTIVES: Decision making, key to successful aging, has implications for financial success, physical health, and well being. While poor decision making has been linked with increased risk of mortality, age-related cognitive decline, and dementia, less is known regarding its associations with chronic disease indicators. We investigated the associations of decision making with blood pressure (BP) values [i.e., SBP, mean arterial pressure (MAP), and pulse pressure (PP), separately] in a community-based cohort study of aging. METHODS: Participants were 908 nondemented older adults (age ∼81 years; 75% women) from the Rush Memory and Aging Project. Decision making was measured using questions designed to simulate materials used in financial and healthcare settings in the real world and yielded a total score and domain-specific health and financial decision making scores. Two seated and one standing BP measurement were taken with all three contributing to average SBP, MAP that is, [SBP + (2 × DBP)]/3, and PP, that is, SBP - DBP. Participants were queried about hypertension status and antihypertension medications were visually inspected and coded. Participants also underwent medical history and cognitive assessments. RESULTS: In separate multivariable linear regression models, total decision making scores were inversely associated with SBP, MAP, and PP after adjusting for age, sex, education, antihypertension medication use, diabetes, and cumulative cardiovascular disease burden (P values = 0.03). Decision making remained associated with these BP values after additional adjustment for global cognition. CONCLUSION: Poorer decision making is associated with higher BP values in nondemented older adults.

Predictors of Symptomatic Implant Removal After Open Reduction and Internal Fixation of Tibial Plateau Fractures: A Retrospective Case-Control Study.

A retrospective case-control study was conducted at a level I trauma center to assess whether radiographic details of tibial plateau fixation can predict symptomatic implant removal. Nine hundred fifty-one tibial plateau fractures were treated with open reduction and internal fixation from 2007 to 2016. Eighty-two (9%) were treated with implant removal for localized pain over the implant. A control group was selected from the remaining patients using cumulative sampling. Records and radiographs were reviewed for predictors hypothesized to be associated with implant removal. Based on the authors' multivariable model, implant removal was associated with each additional protruding screw (adjusted odds ratio, 1.32; 95% confidence interval, 1.13-1.55; P<.001), bicondylar fractures (adjusted odds ratio, 2.13; 95% confidence interval, 1.11-4.11; P=.02), and lower body mass index (P=.05). Associations that approached significance were observed with decreased age (adjusted odds ratio, 0.82 per 10 years; 95% confidence interval, 0.66-1.01; P=.06) and closed fractures (adjusted odds ratio, 0.34; 95% confidence interval, 0.10-1.19; P=.09). The model discriminated fractures requiring implant removal with moderate accuracy (area under the curve=0.71). Each additional screw that radiographically protrudes beyond the far cortex increases the odds of symptomatic implant removal by 32%. Bicondylar fractures and lower body mass index are also associated with symptomatic implant removal. These findings might help inform patients and guide fixation techniques to reduce the likelihood of symptomatic implant removal. [Orthopedics. 2020;43(3):161-167.].