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BACKGROUND: COVID-19 has adversely affected the different aspects of work and society. Due to the decline in economic activity globally, employees were exposed to conditions in which they were forced to work for reduced working hours leading to an increase in time-related underemployment. OBJECTIVE: The goal of the present study was to determine the extent of time-related underemployment and the rate of unutilized labor resource in the Agro-based Industry. METHODOLOGY: This study was conducted with 500 middle-level and lower-level executives working in the Textile Industry and Food and Beverage Industry. Time-related underemployment is defined as a situation in which employees worked for less than 48 hours per week and were available and willing to work for additional hours. It was measured with both objective and subjective measures. Data was analyzed through percentages, mean, t-test, independent t-test, and chi-square. RESULTS: Results showed that Time-related underemployment in the Food and Beverage Industry was 5.00% as compared to the Textile Industry with 3.08%. The majority of employees were moderately underemployed both in the Textile Industry and Food and Beverage Industry. The rate of unutilized labor resource was more in Textile Industry (9.9%) as compared to Food and Beverage Industry (9.2%). However, the difference in both the industries was found to be insignificant (p > 0.05). CONCLUSION: COVID-19 has exposed many workers to the disadvantageous position of working fewer hours than the pre-determined threshold hours for full-time work. Therefore, proper strategies need to be adopted to properly use the labor resource of the economy.

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Background: The underutilization of primary care services is a possible factor influencing inappropriate emergency service presentations. The objective of this study was to evaluate the proportion and characteristics of patients inappropriately accessing emergency room services from the perspective of primary care underutilization. Methods: This cross-sectional study included patients who visited the emergency room of a County Hospital, initially triaged with green, blue, or white codes, during a 2-week period in May 2017. Two primary care physicians performed a structured analysis to correlate the initial diagnosis in the emergency room with the final diagnosis to establish whether the patient's medical complaints could have been resolved in primary care. Results: A total of 1269 adult patients were included in this study. In total, the medical problems of 71.7% of patients could have been resolved by a primary care physician using clinical skills, extended resources, or other ambulatory care and out-of-hours services. Conclusions: Low awareness of out-of-hours centers and a lack of resources for delivering more complex services in primary care can lead to inappropriate presentations to the emergency services. Future research on this topic needs to be conducted at the national level.

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Background: Despite efforts to improve healthcare infrastructure and service delivery, significant disparities in healthcare utilization persist, leading to suboptimal health outcomes and hindering progress toward achieving universal health coverage. This research article aims to conduct a qualitative exploration of the under-foot fall in utilization of health services, shedding light on the barriers and challenges faced by individuals in accessing and utilizing health care to inform targeted interventions and improve health service utilization. Methods: This qualitative study employed free listing, pile sorting, and focus group discussions (FGDs) as data collection methods. Representatives from various stakeholders involved in the primary healthcare delivery system were selected based on their vocalness, knowledge, willingness to participate, and heterogeneity of responses. Subsequently, FGDs and key informant interviews (KIIs) were conducted to further explore the identified barriers. The collected transcripts underwent manual thematic analysis using coding rules and theme generation procedures. Results: A total of 30 participants, including healthcare providers, community leaders, and individuals from the local community, took part in the qualitative exploration. The themes encompassed limited awareness and knowledge, geographical and infrastructural barriers, socioeconomic constraints, trust and perceptions of the healthcare system, and cultural and social factors. These findings provide valuable insights into the multifaceted barriers hindering healthcare utilization and can guide the development of targeted interventions and policies to improve healthcare access and delivery in the study area. Conclusion: The identified barriers, including limited awareness and knowledge, geographical and infrastructural challenges, socioeconomic constraints, trust and perceptions of the healthcare system, cultural and social factors, and gender disparities, are consistent with the existing literature.

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The opioid crisis in Ontario has led to a surge in preventable overdose deaths. Challenges in the mental health and addiction system, along with various contributing factors, have amplified this crisis. Underutilization of data exacerbates service gaps and hinders innovative solutions. Through stakeholder engagement, interrelated problems emerged, emphasizing the pervasive data underutilization. This research explores data usage in mental health and addictions, focusing on the opioid epidemic in Ontario and comparative jurisdictions. To improve service quality, Ontario should implement a comprehensive data management strategy. Two key recommendations include increased investment in exploring additional data use cases and evaluating policy initiatives using dynamic models throughout a patient's journey.

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In 2023, Journal of Primary Care and Community Health published the results of 4 outstanding studies in which investigators aimed to explore and improve clinician and eligible individuals' knowledge of the rationale for lung cancer screening (LCS). Their results highlighted the underutilization of LCS, particularly for certain high risk populations, and the continued disparities in screening seen between groups of eligible individuals. Here, key findings from those 2023 Journal of Primary Care and Community Health reports, along with salient findings of other recent LCS reports, are discussed. The bases for the United States Preventive Task Force (USPSTF) LCS recommendations, barriers primary care providers face, the perspective of eligible individuals, importance of shared decision-making (SDM) and disparities between groups in LCS are reviewed along with potential strategies to ensure that more eligible individuals are offered LCS.

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OBJECTIVE: Despite evidence-based guidelines stating that lipase alone should be used in the diagnosis of suspected acute pancreatitis, health care providers continue to order amylase or amylase and lipase together. The purpose of this study was to assess the utilization of appropriate laboratory testing related to the diagnosis of acute pancreatitis. METHODS: The study used a retrospective cross-sectional design. The timeframe was from January 1, 2020, to December 31, 2020. A retrospective chart review was used to collect data for the following: patient-provider encounter notes, patient demographics, provider demographics, differential and final diagnosis, and laboratory test results. Data analysis include stratification of categorical variables and calculation of cost savings. RESULTS: For the 12-month period, this study found 2567 (9.3%) of all amylase and lipase tests to be unnecessary. Amylase tests (1881; 73.2%) made up the most unnecessary tests followed by lipase tests (686; 26.7%). An analysis of test-ordering behavior by providers revealed that 81.5% of all unnecessary tests were ordered by MDs. Finally, this study estimated a total cost savings of $128,350 if all unnecessary tests were eliminated. CONCLUSION: Our study demonstrated that amylase and lipase tests have been overutilized in the diagnosis of acute pancreatitis.

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Purpose: This contribution explores the underuse of artificial intelligence (AI) in the health sector, what this means for practice, and how much the underuse can cost. Attention is drawn to the relevance of an issue that the European Parliament has outlined as a "major threat" in 2020. At its heart is the risk that research and development on trusted AI systems for medicine and digital health will pile up in lab centers without generating further practical relevance. Our analysis highlights why researchers, practitioners and especially policymakers, should pay attention to this phenomenon. Methods: The paper examines the ways in which governments and public agencies are addressing the underuse of AI. As governments and international organizations often acknowledge the limitations of their own initiatives, the contribution explores the causes of the current issues and suggests ways to improve initiatives for digital health. Results: Recommendations address the development of standards, models of regulatory governance, assessment of the opportunity costs of underuse of technology, and the urgency of the problem. Conclusions: The exponential pace of AI advances and innovations makes the risks of underuse of AI increasingly threatening.

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Rice millers access paddy through private traders, cooperatives, individual farmers, and village agents. These methods determine the capacity utilization of the mills, costs incurred, and profitability of the rice milling business. This article aimed at determining the effect of paddy sourcing methods on the volume of rice milled by small and medium-scale rice millers in Kenya. Specifically, the study sought to determine the sourcing methods used, combinations of sourcing methods, and effects of these combinations on the volume of rice milled. A multistage sampling technique resulted to a total of 160 millers comprised of 90 and 70 small and medium-scale rice millers respectively. A multinomial endogenous switching regression (MESR) was used to determine the resultant effects of paddy sourcing methods on volume of rice milled. Results: The results show that sourcing paddy directly from individual farmers, individual farmers bringing paddy to the miller, buying from traders and sourcing through agents are the four paddy-sourcing methods used by rice millers. Factors that influence utilization of a combination of sourcing methods are age of the miller, ownership of the miller, unit price of paddy, distance from the mills, ownership of the mills, degree of competition, contract agreements, access to information and finance. The highest volume of paddy sourced was achieved using a combination of three paddy sourcing methods: buying from traders, direct sourcing from individual farmers and individual farmers bringing paddy to the miller (B1D1I1A0). This combination increases volumes sourced by 114.1 %. This underscores the sole vitality of a myriad of factors in determining the choice of utilization of a combination of paddy sourcing methods. This study can influence decisions and rice milling related policy formulation towards a sustainable paddy sourcing mechanisms and consistent rice milling business.

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Background: Diabetes threatens population health, especially in rural areas. Diabetes and periodontal diseases have a bidirectional relationship. A persistence of rural-urban disparities in diabetes may indicate a rural-urban difference in periodontal disease among patients with diabetes; however, the evidence is lacking. This retrospective study aimed to investigate rural-urban discrepancies in the incidence and treatment intensity of periodontal disease among patients who were newly diagnosed with type 2 diabetes in the year 2010. Methods: The present study was a retrospective cohort design, with two study samples: patients with type 2 diabetes and those who were further diagnosed with periodontal disease. The data sources included the 2010 Diabetes Mellitus Health Database at the patient level, the National Geographic Information Standardization Platform and the Department of Statistics, Ministry of Health and Welfare in Taiwan at the township level. Two dependent variables were a time-to-event outcome for periodontal disease among patients with type 2 diabetes and the treatment intensity measured for patients who were further diagnosed with periodontal disease. The key independent variables are two dummy variables, representing rural and suburban areas, with urban areas as the reference group. The Cox and Poisson regression models were applied for analyses. Results: Of 68,365 qualified patients, 49% of them had periodontal disease within 10 years after patients were diagnosed with diabetes. Compared to urban patients with diabetes, rural (HR = 0.83, 95% CI: 0.75-0.91) and suburban patients (HR = 0.86, 95% CI: 0.83-0.89) had a lower incidence of periodontal disease. Among 33,612 patients with periodontal disease, rural patients received less treatment intensity of dental care (Rural: RR = 0.87, 95% CI: 0.83, 0.92; suburban: RR = 0.93, 95% CI: 0.92, 0.95) than urban patients. Conclusion: Given the underutilization of dental care among rural patients with diabetes, a low incidence of periodontal disease indicates potentially undiagnosed periodontal disease, and low treatment intensity signals potentially unmet dental needs. Our findings provide a potential explanation for the persistence of rural-urban disparities in poor diabetes outcomes. Policy interventions to enhance the likelihood of identifying periodontal disease at the early stage for proper treatment would ease the burden of diabetes care and narrow rural-urban discrepancies in diabetes outcomes.

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BACKGROUND: Many patients with atherosclerotic cardiovascular disease (ASCVD) are not on guideline-recommended statin therapy. We evaluated utilization of statins and other lipid-lowering therapy (LLT), and changes in low-density lipoprotein cholesterol (LDL-C), among patients with ASCVD over a 1-year period. METHODS: LLT and LDL-C levels at the first outpatient visit (January 1, 2017-December 31, 2018) and 1-year follow-up were evaluated using data from Cerner Real-World Data, an electronic health record-derived data set from 92 US health systems. Logistic regression was used to evaluate factors associated with high-intensity statin use. RESULTS: We identified 322 153 patients with ASCVD (median age 69 years, 58.8% men, 81.8% White). Overall, 76.1% of patients were on statins, with only 39.4% on high-intensity statins. Men were more likely to receive high-intensity statins than women (multivariable-adjusted odds ratio, 1.34 [95% CI, 1.30-1.38]). Increasing age was associated with lower odds of statin use (odds ratio, 0.79 per 5-year increase at 60 years [95% CI, 0.78-0.81]). Patients with peripheral artery disease (odds ratio, 0.40 [95% CI, 0.37-0.42]) and cerebrovascular disease (odds ratio, 0.75 [95% CI, 0.70-0.80]) had lower odds of using high-intensity statins than those with coronary artery disease. At baseline, most patients (61.3%) had elevated LDL-C (≥70 mg/dL), including 59.8% of those on low/moderate-intensity statins and 76.1% on no statin; only 45.3% achieved an LDL-C <70 mg/dL at 1 year. Nonstatin LLT use was low (ezetimibe, 4.4%; proprotein convertase subtilisin/kexin type 9 inhibitors, 0.7%). Among patients on no statin or low/moderate-intensity statin at baseline, 14.8% and 13.4%, respectively, were on high-intensity statins at 1 year. CONCLUSIONS: Among patients with ASCVD in routine care, high-intensity statins are underutilized, and uptitration and use of nonstatin therapy are uncommon. Women, older adults, and individuals with noncardiac ASCVD are particularly undertreated. Concerted efforts are needed to address therapeutic inertia for lipid management in patients with ASCVD.

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Purpose: Pronounced underuse of radiotherapy (RT) in muscle-invasive bladder cancer (MIBC) is reported. This study aims to assess the awareness about the role of RT in different MIBC settings and see whether this has increased since 2017. Materials and Methods: We reviewed the bladder cancer guidelines of the EAU, ESMO, NCCN, NICE, and AUA/ASCO/ASTRO/SUO, focusing on the role of RT in MIBC. In 2017, we evaluated the use of RT in MIBC in Belgium. This raised awareness about the indications of RT in different MIBC settings. Here, we present a retrospective pattern of care analysis of the RT use for MIBC patients at our center from January 2012 until December 2021. Frequency of RT use, patient, disease and treatment characteristics were compared between two 5-year periods (2012-2016 and 2017-2021). Results: Review of the guidelines suggested that RT can be used as a treatment option in most MIBC settings. However, differences between guideline recommendations existed and high-level evidence was often lacking. Overall, 221 unique MIBC patients received RT at our center. RT use for MIBC was 39% higher in the second 5-year period (Between the same periods, the number of new MIBC registrations increased with 26%). The most pronounced increase, ie, 529%, was observed in the primary setting and was in parallel with patient preference becoming the main indication for RT. Participation in clinical trials seems to have had an important impact on the frequency of RT use in the adjuvant and metastatic setting. Conclusion: We provide a critical overview of the RT indications in MIBC as recommended by the international guidelines. Increased awareness about RT as a treatment option in MIBC seems to have an impact on the treatment choice in clinical practice, as was observed in our tertiary center.

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BACKGROUND: Oral anticoagulants (OACs) mitigate stroke risk in patients with atrial fibrillation (AF). The study aim was to analyze prevalence and predictors of OAC underutilization. METHODS: Newly diagnosed AF patients with a CHA2DS2-VASc score ≥ 2 were identified from the US CMS Database (January 1, 2013-December 31, 2017). Patients were stratified based on having an OAC prescription versus not and the OAC prescription group was stratified by direct OAC (DOACs) versus warfarin. Multivariable logistic regression models were used to examine predictors of OAC underutilization. RESULTS: Among 1,204,507 identified AF patients, 617,611 patients (51.3%) were not prescribed an OAC during follow-up (mean: 2.4 years), and 586,896 patients (48.7%) were prescribed an OAC during this period (DOAC: 388,629 [66.2%]; warfarin: 198,267 [33.8%]). Age ≥ 85 years (odds ratio [OR] 0.55, 95% confidence interval [CI] 0.55-0.56), female sex (OR 0.96, 95% CI 0.95-0.96), Black race (OR 0.78, 95% CI 0.77-0.79) and comorbidities such as gastrointestinal (GI; OR 0.43, 95% CI 0.41-0.44) and intracranial bleeding (OR 0.29, 95% CI 0.28-0.31) were associated with lower utilization of OACs. Furthermore, age ≥ 85 years (OR 0.92, 95% CI 0.91-0.94), Black race (OR 0.78, 95% CI 0.76-0.80), ischemic stroke (OR 0.77, 95% CI 0.75-0.80), GI bleeding (OR 0.73, 95% CI 0.68-0.77), and intracranial bleeding (OR 0.72, 95% CI 0.65-0.80) predicted lower use of DOACs versus warfarin. CONCLUSIONS: Although OAC therapy prescription is the standard of care for stroke prevention in AF patients, its overall utilization is still low among Medicare patients ≥ 65 years old, with specific patient characteristics that predict underutilization.

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This paper is an attempt to assess India's performance in generating the required quantity and quality of employment for its growing population since independence in 1947. But the exercise is set in a longer period that covers India's population growth since the turn of the twentieth century (1901) in relation to its ability to generate employment. The half-a-century preceding independence, despite a slow population growth, was a disaster in generating employment and any signs of structural change. Detailed analysis of the issue since independence shows that there was indeed a demographic burden more than the world average as well as its comparator Asian countries such as China and Indonesia. While employment generation with reference to growth-employment elasticity-was quite impressive during the first four decades of independence, it almost collapsed ever since the adoption of neoliberal economic reforms in 1991, thus entering a phase of 'jobless growth', a phenomenon that is shared by China in a more vigorous form. This has led to what may be called an exclusion of working age people from not just employment but from labour force indicating the emergence of 'discouraged workers' in a larger set that we called underutilized labour. But what about those who are included in the workforce? Does it ensure an escape from poverty for those at the bottom? Our estimates show that the pace of reduction in the incidence of poverty is so slow that a significant share of households is still below the international definition of extreme poverty. We attribute this to the quality of employment characterized by a high incidence of informal sector employment as well as low wages measured by the share of workers not receiving a recommended subsistence wage. The absence of any kind of social security to an overwhelming share of workers adds to this situation of absolute poverty. Finally we examine the question of poverty from the point of manifold inequalities by dividing the households in the economy in terms of their employment, educational, rural-urban, and social group statuses for estimating predicted probability of being poor. The results bring into sharp focus the huge variation in predicted probability that shows households with low education, disadvantaged social group status, casual nature of employment, and living in rural areas at the bottom end of the scale. These results bring out the imperative for creating more employment with better quality.

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Hepatocellular carcinoma (HCC) is among the leading causes of cancer incidence and mortality worldwide. Surveillance of individuals with cirrhosis or other conditions that confer a high risk of HCC development is essential for early detection and improved overall survival. Biannual ultrasonography with or without alpha-fetoprotein is widely recommended as the standard method for HCC surveillance, but it has limited sensitivity in early disease and may be inadequate in certain individuals. This review article will provide a comprehensive overview of the current landscape of HCC surveillance, including the rationale and indications for HCC surveillance, standard methods for HCC surveillance, and their strengths/limitations. Alternative surveillance methods such as the role of cross-sectional imaging, emerging circulating biomarkers, as well as the problem of under-utilization of HCC surveillance and surveillance-related harms will also be discussed in this review.

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Background: Cervical cancer with nodal involvement beyond the pelvis was considered as distant nodal metastasis in the previous International Federation of Gynecology and Obstetrics staging system. With the improvement of cancer-directed therapies, some of these patients can receive curative treatment. Classifying them as distant metastasis may result in underestimation of their prognosis as well as undertreatment. However, limited research has been conducted on the survival and treatment pattern in distant lymphatic metastatic cervical cancer. Objective: To investigate the survival, treatment pattern, and treatment outcome of patients with cervical cancer metastasized to distant lymph nodes (DLN) beyond the pelvis. Methods: Patients with stage III-IV cervical cancer from 1988 to 2016 were identified using the Surveillance, Epidemiology, and End Results program. The cancer cause-specific survival (CSS) was analyzed using the Kaplan-Meier method, log-rank test, multivariable Cox proportional hazard regression, subgroup analysis, and propensity score-matched analysis. Results: Of 17783 patients with stage III-IV cervical cancer, patients with distant nodal disease beyond the pelvis (n=1883; included para-aortic lymph nodes metastasis) had superior survival compared to those with pelvic organ invasion or with distant organ(s) metastasis (5-year CSS, 32.3%, 26.3%, and 11.5%, respectively; adjusted P<0.001). The T stage significantly affected the survival of patients with positive DLN (5-year CSS for T1, T2, and T3: 47.3%, 37.0%, and 19.8%, respectively, adjusted P<0.01). For patients with positive DLN, combination radiotherapy (external beam radiotherapy [EBRT] with brachytherapy) prolonged CSS compared to EBRT alone (5-year CSS, 38.0% vs 21.7%; propensity score-adjusted HR, 0.60; 95% CI 0.51-0.72; P<0.001). Despite the superiority of combination radiotherapy, EBRT was the most frequently used treatment after 2004 (483/1214, 39.8%), while the utilization of combination radiotherapy declined from 37.8% (253/669) during 1988 through 2003 to 25.2% (306/1214) during 2004 through 2016. Conclusion: Patients with cervical cancer metastasized to DLN have favorable survival compared to those with pelvic organ invasion or with distant organ(s) metastasis. Their prognosis is significantly affected by local tumor burden and local treatment. Adequate and aggressive local radiotherapy, such as image-guided brachytherapy, can be considered for these patients to achieve better outcomes.

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The Sustainable Development Goals were finalized in September 2015 by following and expanding Millennium Development Goals with newer targets under the principle of 'leaving no one behind'. One of the 17 goals is devoted to health (Goal number 3). Understanding the health care utilization behavior is essential to attain the health goal by providing adequate and quality health services. The study seeks to understand the health care utilization behavior and its determinants in Malda district, India. For this study, the primary data are collected through a household survey with a pre-designed schedule. For that, for a comparative discussion, Englishbazar and Chanchal- II blocks have been chosen by purposive sampling considering the best and worst health conditions, respectively. The sample size was 100 families for each block. Analytical methods like chi-square, correlation, and regression analysis are used for the study. The four categories of treatment patterns that have been recognized in the study area; are self-treatment, government institution, qualified doctors and private institution, and the presence of quack doctors. People's education and income were the confounding factors of such treatment patterns. Many of the respondents are getting treatment from quack doctors or rely on self-treatment based on their very little knowledge of medicine, resulting from a lack of awareness among local communities. It may be concluded that besides socio-economic factors, the availability of insufficient health care facilities influences the health care utilization behavior in the study area.

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Maternity health care services utilization determines maternal and neonate outcomes. Evidence about factors associated with composite non-utilization of four or more antenatal consultations and intrapartum health care services is needed in Mozambique. This study uses data from the 2015 nationwide Mozambique's Malaria, Immunization and HIV Indicators Survey. At selected representative households, women (n = 2629) with child aged up to 3 years answered a standardized structured questionnaire. Adjusted binary logistic regression assessed associations between women-child pairs characteristics and non-utilization of maternity health care. Seventy five percent (95% confidence interval (CI) = 71.8-77.7%) of women missed a health care cascade step during their last pregnancy. Higher education (adjusted odds ratio (AOR) = 0.65; 95% CI = 0.46-0.91), lowest wealth (AOR = 2.1; 95% CI = 1.2-3.7), rural residency (AOR = 1.5; 95% CI = 1.1-2.2), living distant from health facility (AOR = 1.5; 95% CI = 1.1-1.9) and unknown HIV status (AOR = 1.9; 95% CI = 1.4-2.7) were factors associated with non-utilization of the maternity health care cascade. The study highlights that, by 2015, recommended maternity health care cascade utilization did not cover 7 out of 10 pregnant women in Mozambique. Unfavorable sociodemographic and economic factors increase the relative odds for women not being covered by the maternity health care cascade.

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(1) Background: The World Health Organization (WHO) and the Centers for Disease Control and Prevention (CDC) recommend that every person aged six months and over receive the influenza vaccine every year. Previous studies indicate that rural-area residents have less access to preventative health care services. This study aims to examine the variation in influenza vaccine use among rural and urban counties in Florida. (2) Methods: The study studied 24,116 participants from the Behavioral Risk Factor Surveillance System database. The study included only patients who live in Florida. We performed logistic regression analysis using survey procedures available in SAS®. Our regression model assessed the association between receiving the influenza vaccine and county status, age, income level, education level, and health coverage. We used ArcGIS software to create prevalence and vaccination maps. (3) Results: Of the total number of the study participants, 45.31% were residents of rural counties, and 54.69% were residents of urban counties. The logistic regression model showed no significant association between residing in rural counties and not receiving influenza vaccine in the past year (−0.05560, p-value = 0.0549). However, we found significant associations between not receiving influenza vaccine and age, high education level, and not having health care coverage (−0.0412, p-value < 0.0001; −0.04462, p-value = 0.0139; and 0.4956, p-value < 0.0001, respectively). (4)Conclusions: Our study did not find an association between influenza vaccine use among rural and urban residence. Increasing age, higher education, and having health care insurance had positive associations with influenza vaccine use.

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BACKGROUND: Previous analyses using the SEER-Medicare database have reported substantial underutilization of hypomethylating agents (HMAs) among patients with higher-risk myelodysplastic syndromes (MDS), and an association between poor HMA persistence and high economic burden. We aimed to compare rates of hospitalizations and emergency room (ER) visits among patients with higher-risk MDS according to use or non-use of HMA therapy, and to explore factors associated with early discontinuation of HMA therapy. PATIENTS AND METHODS: We used the 2010-2016 SEER-Medicare database to identify patients aged ≥66 years with a new diagnosis of refractory anemia with excess blasts (RAEB; a surrogate for higher-risk MDS) between 2011 and 2015. New hospitalizations and ER visits during the 12 months following MDS diagnosis were determined. Treatment discontinuation was defined as stopping HMA therapy before 4 cycles. RESULTS: Overall, 664 (55.8%) patients were HMA users and 526 (44.2%) non-users. Non-users had more hospitalizations (mean 0.47 vs. 0.30, P < .001) and ER visits (mean 0.69 vs. 0.41, P = .005) per month than HMA users. Among HMA users, 193 (29.1%) discontinued HMA therapy before 4 cycles, and 91 (47.2%) of these after 1 cycle. Older age and poor performance status were associated with higher risk of HMA discontinuation. CONCLUSION: An increased rate of hospitalizations and ER visits occurred in HMA non-users vs. HMA users. Approximately one-third of patients discontinued HMA therapy early. Predictors of discontinuation included older age and poor performance status. Novel approaches are needed to improve utilization and persistence with HMA therapy and associated outcomes, particularly among these higher-risk groups.

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