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This study investigated the frailty change patterns among Korean older adults during 2006-2020 and the effect of activity limitations induced by the fear of falling (FOF) on these patterns. We employed a descriptive longitudinal design utilizing data from Waves 1 to 8 of the Korean Longitudinal Study of Aging. The exclusion criteria were a baseline age < 65 years, frailty index (FI) captured only at baseline, and death or unknown survival status. Multilevel modeling, combining regression equations at two levels, was used to examine the effect of activity limitations due to FOF on frailty, adjusting for other confounding factors. An increase in FI (1.97; p < .001) was demonstrated in participants who had experienced falls versus those who had not in the past 2 years. Notably, those facing activity limitations due to FOF exhibited a more significant increase in FI (4.62; p < .001) compared with those without; frailty progression intensified over time in the former (0.54, p < .001). Activity limitations due to FOF had a more pronounced impact on frailty than falls; moreover, these activity limitations accelerated the progression of frailty. Healthcare providers must prioritize addressing FOF by employing both physical and psychological interventions to mitigate activity limitations and ultimately decelerate frailty.
Subject(s)
Accidental Falls , Fear , Frail Elderly , Frailty , Humans , Aged , Accidental Falls/prevention & control , Female , Fear/psychology , Male , Longitudinal Studies , Frailty/psychology , Republic of Korea/epidemiology , Aged, 80 and over , Frail Elderly/psychology , Activities of Daily Living , Geriatric AssessmentABSTRACT
INTRODUCTION AND AIMS: The oral health characteristics of middle-aged and older adults exhibit variations. This study identifies the various factors associated with oral health among middle-aged and older adults through a subgroup analysis by age group of data representative of the South Korean population. METHODS: We examined influencing factors: demographic, socioeconomic, dental, physical attributes, psychological, and mental attributes. Oral health was assessed using the Geriatric Oral Health Assessment Index. The participants were divided into two groups: those under 65 years of age (middle-aged) and those over 65 years of age (older adults). We used multiple linear regression analysis and dominance analysis to determine the dominant factors associated with oral health. RESULTS: A total of 6369 participants were aged 69.2 ± 9.8 years on average, and 57.5% were women. Dominance analysis revealed that lower educational levels and activity difficulty caused by diseases were significantly associated with both groups. Moreover, depressive symptoms were the foremost adverse factor linked to oral health in the middle-aged (P < .001, standardized beta [ß] = -4.30, general dominance index [GDI] = 19.00) and older (P < .001, ß = -0.30, GDI = 10.70) adults. The number of teeth exhibited the most positive association with oral health in both middle-aged (P < .001, ß = 0.20, GDI = 5.30) and older (P < .001, ß = 0.23, GDI = 7.40) adults. However, cognitive function, dental visits, body mass index, severe pain, functional limitations, and cognitive function exhibited distinct patterns between the age groups. CONCLUSION: Depressive symptoms and the number of teeth significantly influence oral health in middle-aged and older adults, though the impact varies by age. These findings stress the importance of tailored strategies considering age-specific attributes for effective oral health improvement. CLINICAL RELEVANCE: Enhancing oral health requires healthcare providers to prioritize monitoring age-specific risk factors. Further, educational plans should highlight the importance of preventive oral care and regular dental visits.
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Postoperative Delirium (POD) can cause poor patient outcomes in older adults who undergo surgery. In this study, we tested plasma extracellular vesicle (EV) miRNAs obtained before the delirium event to find predictive POD biomarkers after spine surgery. We recruited patients who are over 70 years old and have undergone spine surgery. Finally, POD patients (n=31) were included, with no-POD patients matched in age, sex, medical history, and type of surgery (n=31). Peripheral blood was collected from patients in the operating room after the operation was completed. EVs were isolated from plasma, and the 798 miRNA expression level from EVs was measured using a NanoString platform. Sixty-two patients were included in the study; all were Korean, 67.7% were females, and the median age was 75 years. Preoperative medical history was not statistically different between no-POD and POD patients except for hypertension and the American Society of Anesthesiologists (ASA) physical status. From the miRNA profiling, we identified 142 significantly differentially expressed miRNAs in POD patients compared to no-POD patients, which are associated with psychological/neurological disorders. The top 10 differentially expressed miRNAs including miR-548ar-5p and miR-627-5p were all upregulated in POD patients and the results were validated using qRT-PCR from the independent sets of samples (n=96). We demonstrated the potential of plasma EV-miRNAs as predictive biomarkers to identify the risk group of POD after spine surgery. It also provides opportunities for future studies investigating the role of EV-miRNAs in delirium pathology.
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Pain is a major symptom of arthritis in older adults, often leading to frailty and cognitive decline. However, few studies have investigated the relationship among pain, frailty, and cognitive function in older adults with arthritis. This study aimed to investigate the factors influencing cognitive function and the impact of frailty severity and pain on cognitive function in older adults with arthritis using a Korean population-based dataset. This cross-sectional descriptive study involved the secondary data of 1089 participants from the seventh and eighth waves of the Korean Longitudinal Study on Aging. We examined general characteristics, health behaviors, health conditions (including severe pain and frailty), and cognitive function. Participants were categorized based on the presence or absence of pain severity and frailty status as follows: robust, only severe pain, only prefrail, prefrail with severe pain, only frail, and frail with severe pain. Multiple linear regression analysis was performed to establish correlations between groups and cognitive function. The only-prefrail group was the largest (19.7%) among participants experiencing either pain or frailty. Advanced age, sex, level of education, and visual and hearing impairments were significantly associated with cognitive function. Compared to the robust group, only prefrail (ß = -1.54, confidence interval [CI] = - 2.33; - 0.76), prefrail with severe pain (ß = - 2.69, CI = - 3.52; - 1.87), only frail (ß = - 4.02, CI = - 5.08; - 2.97), and frail with severe pain (ß = - 5.03, CI = - 5.99; - 4.08) groups were associated with lower Mini-Mental State Examination scores. The study confirmed that severe pain alone does not significantly impact cognitive function in older adults with arthritis. To prevent cognitive decline in this group, assessment of both pain and frailty severity is essential to predict high-risk groups and provide appropriate interventions, such as transfer to hospitals or primary clinics according to the severity of pain and frailty.
Subject(s)
Arthritis , Frailty , Humans , Aged , Frailty/complications , Longitudinal Studies , Cross-Sectional Studies , Independent Living , Frail Elderly/psychology , Cognition , Arthritis/complications , Arthritis/epidemiology , Pain/complications , Republic of Korea/epidemiology , Geriatric AssessmentABSTRACT
PURPOSE: This study aimed to examine the effects of exercise and oral health on frailty and to investigate the moderating effect of oral health on the relationship between exercise and frailty among patients with musculoskeletal disorders. METHODS: This descriptive, cross-sectional study used data from the seventh wave of the Korean Longitudinal Study of Aging. Frailty index based on 41 deficits across seven domains was used, and oral health was assessed using the Geriatric Oral Health Assessment Index. Hierarchical regression analysis was performed to confirm the moderating effect of oral health, and PROCESS macro model 1 by Hayes was applied to examine an inference test of the conditional effect of the moderator. RESULTS: Data on 1,812 participants with musculoskeletal disorders (mean age 75.0 ± 8.6 years) was analyzed. Compared with no exercise, regular exercise (ß= -2.39, 95% confidence interval [CI]= -3.42; -1.34) was significantly associated with lower frailty level. Good oral health (ß= -0.38, 95% CI= -0.44, -0.32) was significantly associated with lower frailty level. A significant moderating effect of oral health on the relationship between regular exercise and frailty was detected (ß= 0.18, 95% CI= 0.05, 0.30). CONCLUSIONS: The beneficial effects of regular exercise on frailty were greater in participants with poor oral health than in those with good oral health. Healthcare providers should actively encourage older patients with musculoskeletal disorders and poor oral health to exercise regularly. Combined exercise and oral healthcare interventions may be the most effective strategy for managing frailty in older patients with musculoskeletal disorders.
Subject(s)
Frailty , Musculoskeletal Diseases , Humans , Aged , Aged, 80 and over , Frailty/epidemiology , Longitudinal Studies , Oral Health , Frail Elderly , Cross-Sectional Studies , Aging , Exercise , Geriatric Assessment , Musculoskeletal Diseases/epidemiology , Republic of Korea/epidemiologyABSTRACT
BACKGROUND: Degenerative spinal diseases are common in older adults with concurrent frailty. Preoperative frailty is a strong predictor of adverse clinical outcomes after surgery. This study aimed to investigate the association between health-related outcomes and frailty in patients undergoing spine surgery for degenerative spine diseases. METHODS: A systematic review and meta-analysis were performed by electronically searching Ovid-MEDLINE, Ovid-Embase, Cochrane Library, and CINAHL for eligible studies until July 16, 2022. We reviewed all studies, excluding spinal tumours, non-surgical procedures, and experimental studies that examined the association between preoperative frailty and related outcomes after spine surgery. A total of 1,075 articles were identified in the initial search and were reviewed by two reviewers, independently. Data were subjected to qualitative and quantitative syntheses by meta-analytic methods. RESULTS: Thirty-eight articles on 474,651 patients who underwent degenerative spine surgeries were included and 17 papers were quantitatively synthesized. The health-related outcomes were divided into clinical outcomes and patient-reported outcomes; clinical outcomes were further divided into postoperative complications and supportive management procedures. Compared to the non-frail group, the frail group was significantly associated with a greater risk of high mortality, major complications, acute renal failure, myocardial infarction, non-home discharge, reintubation, and longer length of hospital stay. Regarding patient-reported outcomes, changes in scores between the preoperative and postoperative Oswestry Disability Index scores were not associated with preoperative frailty. CONCLUSIONS: In degenerative spinal diseases, frailty is a strong predictor of adverse clinical outcomes after spine surgery. The relationship between preoperative frailty and patient-reported outcomes is still inconclusive. Further research is needed to consolidate the evidence from patient-reported outcomes.
Subject(s)
Frailty , Spinal Diseases , Humans , Aged , Frailty/complications , Frailty/diagnosis , Frailty/epidemiology , Spinal Diseases/complications , Spinal Diseases/surgery , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Length of Stay , Elective Surgical Procedures , Risk FactorsABSTRACT
PURPOSE: With an increase in the aging population, the number of patients with degenerative spinal diseases undergoing surgery has risen, as has the incidence of postoperative delirium. This study aimed to investigate the risk factors affecting postoperative delirium in older adults who had undergone spine surgery and to identify the associated biomarkers. METHODS: This study is a prospective study. Data of 100 patients aged ≥ 70 years who underwent spinal surgery were analyzed. Demographic data, medical history, clinical characteristics, cognitive function, depression symptoms, functional status, frailty, and nutritional status were investigated to identify the risk factors for delirium. The Confusion Assessment Method, Delirium Rating Scale-R-98, and Nursing Delirium Scale were also used for diagnosing delirium. To discover the biomarkers, urine extracellular vesicles (EVs) were analyzed for tau, ubiquitin carboxy-terminal hydrolase L1 (UCH-L1), neurofilament light, and glial fibrillary acidic protein using digital immunoassay technology. RESULTS: Nine patients were excluded, and data obtained from the remaining 91 were analyzed. Among them, 18 (19.8%) developed delirium. Differences were observed between participants with and without delirium in the contexts of a history of mental disorder and use of benzodiazepines (p = .005 and p = .026, respectively). Tau and UCH-L1-concentrations of urine EVs-were comparatively higher in participants with severe delirium than that in participants without delirium (p = .002 and p = .001, respectively). CONCLUSION: These findings can assist clinicians in accurately identifying the risk factors before surgery, classifying high-risk patients, and predicting and detecting delirium in older patients. Moreover, urine EV analysis revealed that postoperative delirium following spinal surgery is most likely associated with brain damage.
Subject(s)
Emergence Delirium , Humans , Aged , Prospective Studies , Risk Factors , Aging , BiomarkersABSTRACT
INTRODUCTION: The literature cites many factors that influence a nurse's decision when choosing their workplace. However, it is unclear which attributes matter the most to newly graduated nurses. The study aimed to identify the relative importance of workplace preference attributes among newly graduated nurses. DESIGN: A cross-sectional study. METHODS: We conducted an online survey and data were collected in June 2022. A total of 1111 newly graduated nurses in South Korea participated. The study employed best-worst scaling to quantify the relative importance of nine workplace preferences and also included questions about participants' willingness to pay for each workplace preferences. The relationships between the relative importance of the workplace attribute and the willingness to pay were determined using a quadrant analysis. RESULTS: The order according to the relative importance of workplace preferences is as follows: salary, working conditions, organizational climate, welfare program, hospital location, hospital level, hospital reputation, professional development, and the chance of promotion. The most important factor, salary, was 16.67 times more important than the least important factor, the chance of promotion, in terms of choosing workplace. In addition, working conditions and organizational climate were recognized as high economic value indicators. CONCLUSION: Newly graduated nurses nominated better salaries, working conditions, and organizational climate as having a more important role in choosing their workplace. CLINICAL RELEVANCE: The findings of this study have important implications for institutions and administrators in recruiting and retaining newly graduated nurses.
Subject(s)
Nurses , Workplace , Humans , Cross-Sectional Studies , Surveys and Questionnaires , HospitalsABSTRACT
OBJECTIVE: As the population ages and the survival rate of cancer patients increases, long-term management of older adult cancer survivors has become important. Subjective life expectancy (SLE) is a concept that refers to an individual's particular predicted lifespan, which enables individuals to live an active life with hopeful expectations for the extension of a healthy life. Therefore, this study aims to identify the factors related to SLE according to age group, to help enable middle-aged and older adult cancer survivors to actively live out their lives with a sense of control. DESIGN: A descriptive, cross-sectional study was used. METHODS: This study included 538 participants in the fifth to seventh survey data of the Korean Longitudinal Study of Aging dataset. Moreover, we conducted multivariable regression analyses. RESULTS: The participants of this study were 137 middle-aged (under 64 years), 196 young-old (65-74 years), 164 old-old (75-84 years) and 41 oldest-old (over 85 years) cancer survivors. The mean age of the participants was 71.22 ± 9.4 years. The factors related to SLE were employment status (ß = 7.43, p = 0.018) and quality of life (QOL) (ß = 0.25, p = 0.010) for the middle-aged group and age (ß = -1.50, p = 0.002) and employment status (ß = 10.44, p = 0.003), and QOL (ß = 0.31, p < 0.001) in the young-old group; in the old-old group and oldest-old group, the predictors of SLE were QOL (ß = 0.35, p = 0.004) and social network (ß = 2.76, p = 0.018). CONCLUSION: The SLE of middle-aged and older adult cancer survivors was different by age group, and related factors also varied by it. Therefore, an individual approach for each age group is required to effectively promote SLE. IMPLICATIONS FOR PRACTICE: By developing and applying differentiated nursing interventions suitable for each age group for middle-aged and older adult cancer survivors, it should be possible to help them make a healthy transition with positive expectations for life extension.
Subject(s)
Cancer Survivors , Neoplasms , Aged , Aged, 80 and over , Humans , Middle Aged , Age Factors , Cross-Sectional Studies , Life Expectancy , Longitudinal Studies , Quality of Life , Republic of KoreaABSTRACT
AIMS: To examine the predictive ability of the frailty index in estimating gender-specific mortality in a population of Korean adults. DESIGN: A descriptive and prospective longitudinal design. METHODS: Data were used from the Korean Longitudinal Study of Aging conducted from 2006 through 2018. A total of 10,254 adults aged 45-98 years at baseline were included. A 41-item deficit accumulation frailty index was measured, based on multi-domain assessment such as self-rating of health, physical condition, mental status, cognitive function, activities of daily living, instrumental activities of daily living and chronic conditions. We categorized the frailty index into robust (≤0.10), prefrail (0.10-0.25) and frail (≥0.25). Cox's proportional hazards regression analysis was employed to determine the association between the frailty index and all-cause mortality. RESULTS: A total of 4705 individuals (45.9%) were categorized as robust, 4178 (40.7%) as prefrail and 1371 (13.4%) as frail. The frailty index increased with age, and females were found to have a higher frailty index than males. The survival probabilities were significantly lower in older adults (aged ≥65) compared with adults and significantly lower in males compared with females. Compared with the robust group, the risk of mortality in the prefrail and frail groups was 1.37 and 2.57 times higher, respectively. The association between frailty status and all-cause mortality was similar in adults and older adults, while the hazard ratios were higher in frail group of males than that of females. CONCLUSION: The frailty index had a predictive ability for all-cause mortality with respect to age and sex. IMPACT: Using a frailty index among community-dwelling adults could be beneficial to support healthcare providers in early detection of individuals with frailty and facilitate the development of more effective interventions for reducing mortality.
Subject(s)
Frailty , Activities of Daily Living , Aged , Aging , Female , Frail Elderly , Geriatric Assessment , Humans , Independent Living , Longitudinal Studies , Male , Prospective Studies , Republic of Korea/epidemiologyABSTRACT
PURPOSE: This review summarizes and synthesizes the available empirical literature on the experiences concerned with the problems and challenges faced by caregivers of patients with pancreatic cancer. METHODS: An integrative review method was used, and a literature search was conducted using five databases. We searched the terms "pancreatic cancer," "caregiver," and "experience," and used the Boolean operators OR and AND to combine them. The Joanna Briggs Institute critical appraisal tools were used to assess the quality of the included studies. RESULTS: Four qualitative studies, one mixed method, and three quantitative studies met the selection criteria and were included in the review. Informal family caregivers of patients with pancreatic cancer experienced multifaceted roles, lack of information, difficulties in maintaining emotional well-being, and positive coping. The factors associated with their caring experience included the caregivers' demographics, patients' psychological status, and clinical characteristics. CONCLUSION: Caregivers of patients with pancreatic cancer have various experiences while providing care. Health care providers should offer opportunities for caregivers to recognize their feelings, provide sufficient information and psychological support, and foster coping strategies to maintain the physical and psychosocial well-being of caregivers.
Subject(s)
Caregivers , Pancreatic Neoplasms , Adaptation, Psychological , Caregivers/psychology , Health Personnel , Humans , Qualitative ResearchABSTRACT
BACKGROUND: Burnout among nurses is a worldwide public health epidemic that adversely affects nurses' quality of life as well as the patient's outcomes. The aim of this study was to evaluate the influence of stress on nurses' burnout and to identify the mediating effects of secondary traumatic stress and compassion satisfaction among clinical nurses in South Korea. METHODS: A quantitative, cross-sectional study evaluated the survey data from 10,305 female registered hospital nurses who participated in the Korea Nurses' Health Study (KNHS) Module 5. The survey included a demographic questionnaire and the Professional Quality of Life version 5 (ProQOL 5). Bootstrap analyses (using the PROCESS macro) were employed to evaluate the mediating effect between variables. RESULTS: Stress was significantly associated with burnout and mediated by secondary traumatic stress and compassion satisfaction (ßindirect 1 = 0.185, Bootstrap confidence interval (BS CI) [0.175, 0.194]; ßindirect 2 = 0.226, BS CI [0.212, 0.241], respectively). In addition, the magnitude of the indirect effects of compassion satisfaction was significantly greater than the magnitude of the indirect effects of secondary traumatic stress (ßindirect 1-ßindirect 2 = - 0.042, BS CI [- 0.058, - 0.026]). The findings of this study indicate that the positive aspect (compassion satisfaction) of work experiences can offset the negative aspects (secondary traumatic stress), consequently reducing burnout level. CONCLUSIONS: Our study findings suggest that a multidimensional approach to assessing nurse burnout and implementation of proper management will improve quality of life for nurses and help maintain positive attitudes and quality of patient care.
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BACKGROUND: The triglyceride glucose (TyG) index is a noninsulin-based marker for insulin resistance (IR) in general practice. Although smoking and heavy drinking have been regarded as major risk factors for various chronic diseases, there is limited evidence regarding the combined effects of smoking and alcohol consumption on IR. This study aimed to investigate the relationship between the TyG index and smoking and alcohol consumption using two Korean population-based datasets. METHODS: This study included 10,568 adults in the Korean National Health and Nutrition Examination Survey (KNHANES) and 9586 adults in the Korean Initiatives on Coronary Artery Calcification (KOICA) registry datasets. Multivariate logistic analysis was conducted to explore the relationship between smoking and alcohol consumption and the TyG index. To assess the predictive value of smoking and alcohol consumption on high TyG index, the area under the curve (AUC) were compared and net reclassification improvement (NRI) and integrated discrimination improvement (IDI) analyses were derived. RESULTS: The combined effect of smoking and alcohol consumption was an independent risk factor of a higher TyG index in the KNHANES (adjusted odds ratio: 4.33, P < .001) and KOICA (adjusted odds ratio: 1.94, P < .001) datasets. Adding smoking and alcohol consumption to the multivariate logistic models improved the model performance for the TyG index in the KNHANES (AUC: from 0.817 to 0.829, P < .001; NRI: 0.040, P < .001; IDI: 0.017, P < .001) and KOICA (AUC: from 0.822 to 0.826, P < .001; NRI: 0.025, P = .006; IDI: 0.005, P < .001) datasets. CONCLUSIONS: Smoking and alcohol consumption were independently associated with the TyG index. Concurrent smokers and alcohol consumers were more likely to have a TyG index that was ≥8.8 and higher than the TyG indices of non-users and those who exclusively consumed alcohol or smoking tobacco.
Subject(s)
Alcohol Drinking/blood , Blood Glucose/metabolism , Calcinosis/blood , Coronary Artery Disease/blood , Smoking/blood , Triglycerides/blood , Adult , Aged , Aged, 80 and over , Alcohol Drinking/epidemiology , Area Under Curve , Calcinosis/epidemiology , Coronary Artery Disease/epidemiology , Cross-Sectional Studies , Datasets as Topic , Humans , Insulin Resistance , Logistic Models , Male , Middle Aged , Nutrition Surveys , Registries , Republic of Korea/epidemiology , Risk Factors , Smoking/epidemiologyABSTRACT
BACKGROUND: A literature review was conducted to assess nurse-led nonpharmacologic pain management interventions intended for total knee/hip replacement patients. DESIGN: This was a systematic review and meta-analysis. DATA SOURCES: The PubMed, Embase, CINAHL, and Cochrane Library databases were searched to identify relevant studies. REVIEW METHODS: The systematic review was conducted based on the Cochrane Handbook for Systematic Reviews of Interventions and all Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) reporting guidelines. Two reviewers independently selected the studies and appraised their quality. Thereafter, the effects of all described nurse-led nonpharmacologic pain management interventions were estimated regarding pain, anxiety, and satisfaction through a meta-analysis. RESULTS: In total, 219 relevant studies were found through a search. Finally, 23 studies were selected for review, with 17 included in the meta-analysis. Nurse-led nonpharmacologic pain management was effective for pain relief (effect size, -0.22; 95% confidence interval [CI], -0.42 to -0.02), and educational interventions were especially effective (effect size, -0.36; 95% CI, -0.69 to -0.03). Although interventions reduced anxiety and improved satisfaction, these results were not statistically significant based on the analysis. CONCLUSION: Our findings support that nurse-led nonpharmacologic pain management interventions could help reduce pain in patients with total knee/hip replacement by supplementing pharmacologic pain management. IMPLICATIONS FOR NURSING: Nurse-led nonpharmacologic pain interventions should be considered to reduce patient pain with total knee/hip replacement.
Subject(s)
Arthroplasty, Replacement, Hip , Arthroplasty, Replacement, Knee , Anxiety/prevention & control , Humans , Nurse's Role , Pain ManagementABSTRACT
This literature review identifies factors that may place older adult patients at risk for developing delirium after spine surgery. We conducted a meta-analysis according to PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. Using a variety of electronic databases, we identified five studies for inclusion that represent 645 patients who were 65 years or older. The pooled incidence rate of postoperative delirium was 13.0%. Factors associated with developing postoperative delirium included preoperative opioid use, cervical spine surgery versus lumbar or thoracic spine surgery, spine fusion versus simple spine surgery, hypertension, cerebrovascular disease, pulmonary disease, duration of surgery, and infused IV fluid volume. Nurses who provide perioperative care for older adult patients undergoing spine surgery should be aware of the potential risk factors of delirium to ensure patient safety. Further research is required to clearly delineate the risk factors for postoperative delirium in older adults.
Subject(s)
Delirium , Spinal Fusion , Aged , Delirium/epidemiology , Delirium/etiology , Humans , Postoperative Complications/epidemiology , Risk Factors , Spine/surgeryABSTRACT
PURPOSE: The purpose of this study was to identify the factors affecting the satisfaction with patient-controlled analgesia (PCA) of patients using a generalized ordinal logistic regression model and to evaluate the difference in results of the ordinal regression from those of binary regression. METHODS: The study design involved secondary analysis of electronic medical records from a single tertiary care hospital in Seoul, Korea. It included 2,409 patients treated with PCA for postoperative pain management after open or laparoscopic abdominal surgery. Binary logistic regression and generalized ordinal logistic regression were used to identify factors affecting satisfaction. RESULTS: Binary logistic regression analysis showed that there was insufficient information for analysis. Generalized ordinal logistic regression revealed that sex, age, pain, PCA usage, and side-effects were common factors affecting PCA satisfaction. However, the effect of some factors affecting PCA satisfaction differed with the level of satisfaction. In open surgery patients, the effect of pain at 6 hours after surgery was significantly greater in the group with lower satisfaction. While, in the laparoscopic surgery patients, the effect of pain at 6-24 hours after surgery was significantly greater in the group with lower satisfaction. CONCLUSION: Generalized logistic regression may be an appropriate statistical method for analyzing ordinal data. Degree of postoperative pain and assessment interval are the most important factors associated with PCA satisfaction. Because the factors affecting PCA satisfaction were different for the two types of abdominal surgeries, customizing PCA to individual patients may potentially improve pain management and consequently increase PCA satisfaction.