Patient complexity and diabetes quality of care in rural settings.
Ontology highlight
ABSTRACT: Purpose
Even though pay-for-performance programs are being rapidly implemented, little is known about how patient complexity affects practice-level performance assessment in rural settings. We sought to determine the association between patient complexity and practice-level performance in the rural United States.Basic procedures
Using baseline data from a trial aimed at improving diabetes care, we determined factors associated with a practice's proportion of patients having controlled diabetes (hemoglobin A1cPrincipal conclusions
Basing public reporting and resource allocation on quality assessment that does not account for patient characteristics may further harm this vulnerable group of patients and physicians.
SUBMITTER: Salanitro AH
PROVIDER: S-EPMC3156053 | biostudies-literature | 2011 Mar
REPOSITORIES: biostudies-literature
Publications
Patient complexity and diabetes quality of care in rural settings.
Salanitro Amanda H AH Safford Monika M MM Houston Thomas K TK Williams Jessica H JH Ovalle Fernando F Payne-Foster Pamela P Allison Jeroan J JJ Estrada Carlos A CA
Journal of the National Medical Association 20110301 3
<h4>Purpose</h4>Even though pay-for-performance programs are being rapidly implemented, little is known about how patient complexity affects practice-level performance assessment in rural settings. We sought to determine the association between patient complexity and practice-level performance in the rural United States.<h4>Basic procedures</h4>Using baseline data from a trial aimed at improving diabetes care, we determined factors associated with a practice's proportion of patients having contr ...[more]
Similar Datasets
Project description:To explore the relationship between degree of rurality and glucose (hemoglobin A1c), blood pressure (BP), and lipid (LDL) control among patients with diabetes.Descriptive study; 1,649 patients in 205 rural practices in the United States. Patients' residence ZIP codes defined degree of rurality (Rural-Urban Commuting Areas codes). Outcomes were measures of acceptable control (A1c < = 9%, BP < 140/90 mmHg, LDL < 130 mg/dL) and optimal control (A1c < 7%, BP < 130/80 mmHg, LDL < 100 mg/dL). Statistical significance was set at P < .008 (Bonferroni's correction).Although the proportion of patients with reasonable A1c control worsened by increasing degree of rurality, the differences were not statistically significant (urban 90%, large rural 88%, small rural 85%, isolated rural 83%; P = .10); mean A1c values also increased by degree of rurality, although not statistically significant (urban 7.2 [SD 1.6], large rural 7.3 [SD 1.7], small rural 7.5 [SD 1.8], isolated rural 7.5 [SD 1.9]; P = .16). We observed no differences between degree of rural and reasonable BP or LDL control (P = .42, P = .23, respectively) or optimal A1c or BP control (P = .52, P = .65, respectively). Optimal and mean LDL values worsened as rurality increased (P = .08, P = .029, respectively).In patients with diabetes who seek care in the rural Southern United States, we observed no relationship between degree of rurality of patients' residence and traditional measures of quality of care. Further examination of the trends and explanatory factors for relative worsening of metabolic control by increasing degree of rurality is warranted.
| S-EPMC3481192 | biostudies-literature
Project description:BackgroundIncorporation of patient religious and spiritual beliefs in medical care has been shown to improve the efficacy of medical interventions and health outcomes. While previous study has highlighted differences in patient desire for spiritual assessment based on patient religiosity, little is known about patient desire for spiritual assessment based on community type, particularly in urban compared to rural communities. We hypothesized that, given demographic trends which show a higher degree of religiosity in rural areas, patients in rural communities will be more likely to desire spiritual assessment.MethodsIn this cross-sectional study of 141 adult primary care patients in rural and urban Colorado at non-religiously affiliated clinics, we surveyed patient demographic information, measures of religiosity, patient desire for spiritual assessment, and frequency of spiritual assessment in practice. Univariate logistic regression analyses were used to compare the two populations.ResultsIn both Denver County (urban) and Lincoln County (rural) over 90% of patients identified as religious, spiritual, or a combination of the two. Thirty eight percent (38.3%) of patients in Denver County and 49.1% of patients in Lincoln desired spiritual assessment. Over 97% of patients in both areas reported rarely or never being asked about their R/S within the past year. For patients who have had five or more clinic visits in the past year, more than 91% in both areas stated they have never or rarely been asked about their beliefs.ConclusionsWhile the majority of patients in this study identify as religious or spiritual and many patients desire spiritual assessment, the majority of patients have never or rarely been asked about their spirituality within the past year. This demonstrates a significant gap between patient preference and provider practice of spiritual assessment in the primary care setting, which was similar in both rural and urban settings. This highlights the need for interdisciplinary focus on spiritual assessment and incorporation of patient R/S beliefs in medical care to provide holistic patient care and improve health outcomes.
| S-EPMC8011106 | biostudies-literature
Project description:Public and private insurers increasingly use quality payment programs as a tool to improve quality of care in primary care settings. However, little is known about primary care providers' perspectives on whether and how quality payment programs improve diabetes quality of care. In this qualitative study, the authors conducted semi-structured interviews and focus groups with 23 providers from March to June 2015. Transcripts were analyzed to identify key themes using the immersion-crystallization method. Almost all of the providers believed that insurers play a meaningful role in improving quality of care for diabetes patients. Most thought that insurers' efforts are more effective when channeled through providers and delivery systems rather than directed at patients. Providers generally believed that quality payment programs have had a positive impact on quality of diabetes care, although provider views were not evidence based. Providers in practices in which quality payment programs were believed to have had a positive impact stated that the programs provided financial incentives and resources for improved population health management systems and additional staff. Conversely, most providers did not believe that quality payment programs have had any impact via direct financial incentives to individual physicians. A few providers were skeptical about the impact of quality payment programs and noted negative consequences that they had observed. Providers recommended strategies to improve quality payment programs (eg, refine quality measures, provide regular feedback on quality and costs) and additional strategies that insurers could consider to address provider- and patient-level barriers to high-quality diabetes care.
| S-EPMC6555171 | biostudies-literature
Project description:Critical access hospitals (CAHs) play a crucial role in the US rural safety net. Current policy efforts have focused primarily on helping these small, isolated hospitals remain financially viable to ensure access for individuals living in rural areas in the United States; however, little is known about the quality of care they provide or the outcomes their patients achieve.To examine the quality of care and patient outcomes at CAHs and to understand why patterns of care might differ for CAHs vs non-CAHs.A retrospective analysis in 4738 US hospitals of Medicare fee-for-service beneficiaries with acute myocardial infarction (AMI) (10,703 for CAHs vs 469,695 for non-CAHs), congestive heart failure (CHF) (52,927 for CAHs vs 958,790 for non-CAHs), and pneumonia (86,359 for CAHs vs 773,227 for non-CAHs) who were discharged in 2008-2009.Clinical capabilities, performance on processes of care, and 30-day mortality rates, adjusted for age, sex, race, and medical comorbidities.Compared with other hospitals (n = 3470), 1268 CAHs (26.8%) were less likely to have intensive care units (380 [30.0%] vs 2581 [74.4%], P < .001), cardiac catheterization capabilities (6 [0.5%] vs 1654 [47.7%], P < .001), and at least basic electronic health records (80 [6.5%] vs 445 [13.9%], P < .001). The CAHs had lower performance on processes of care than non-CAHs for all 3 conditions examined (concordance with Hospital Quality Alliance process measures for AMI, 91.0% [95% CI, 89.7%-92.3%] vs 97.8% [95% CI, 97.7%-97.9%]; for CHF, 80.6% [95% CI, 79.2%-82.0%] vs 93.5% [95% CI, 93.3%-93.7%]; and for pneumonia, 89.3% [95% CI, 88.6%-90.0%] vs 93.7% [95% CI, 93.6%-93.9%]; P < .001 for each). Patients admitted to CAHs had higher 30-day mortality rates for each condition than those admitted to non-CAHs (for AMI: 23.5% vs 16.2%; adjusted odds ratio [OR], 1.70; 95% confidence interval [CI], 1.61-1.80; P < .001; for CHF: 13.4% vs 10.9%; adjusted OR, 1.28; 95% CI, 1.23-1.32; P < .001; and for pneumonia: 14.1% vs 12.1%; adjusted OR, 1.20; 95% CI, 1.16-1.24; P < .001).Compared with non-CAHs, CAHs had fewer clinical capabilities, worse measured processes of care, and higher mortality rates for patients with AMI, CHF, or pneumonia.
| S-EPMC3337777 | biostudies-literature
Project description:BackgroundIndividuals living in rural and remote settings face oral health problems and access-to-care barriers due to the shortage of oral health care providers in these areas, geographic remoteness, lack of appropriate infrastructure and lower socio-economic status. E-Oral Health technology could mitigate these barriers by providing the delivery of some aspects of health care and exchange of information across geographic distances. This review will systematically evaluate the literature on patient satisfaction with received E-Oral Health care in rural and remote communities.MethodsThis systematic review will include interventional and observational studies in which E-Oral Health technology is used as an intervention in rural and remote communities of any country worldwide. Conventional oral health care will be used as a comparator when provided. Patient satisfaction with received E-Oral Health care will be considered as a primary outcome for this review. Cochrane Central Register of Controlled Trials, MEDLINE, EMBASE and Global Health will be searched using a comprehensive search strategy. Two review authors will independently screen results to identify potentially eligible studies and independently extract the data from the included studies. A third author will resolve any discrepancies between reviewers. Two independent researchers will assess the risk of bias and the Grading of Recommendations Assessment, Development, and Evaluation.DiscussionThe potential implications and benefits of E-Oral Health care can inform policymakers and health care professionals to take advantage of this technology to address health care challenges in these areas.Systematic review registrationPROSPERO CRD42016039942 .
| S-EPMC5576324 | biostudies-literature
Project description:INTRODUCTION:Health care reimbursement is increasingly based on quality. Little is known about how clinic-level patient characteristics affect quality, particularly in community health centers (CHCs). METHODS:Using data from electronic health records for 4019 diabetic patients from 23 primary care CHCs in the OCHIN practice-based research network, we calculated correlations between a clinic's patient panel characteristics and rates of delivery of diabetes preventive services in 2007. Using regression models, we estimated the proportion of variability in clinics' preventive services rates associated with the variability in the clinics' patient panel characteristics. We also explored whether clinics' performance rates were affected by how patient panel denominators were defined. RESULTS:Clinic rates of hemoglobin testing, influenza immunizations, and lipid screening were positively associated with the percentage of patients with continuous health insurance coverage and negatively associated with the percentage of uninsured patients. Microalbumin screening rates were positively associated with the percentage of racial minorities in a clinic's panel. Associations remained consistent with different panel denominators. CONCLUSIONS:Clinic variability in delivery rates of preventive services correlates with differences in clinics' patient panel characteristics, particularly the percentage of patients with continuous insurance coverage. Quality scores that do not account for these differences could create disincentives to clinics providing diabetes care for vulnerable patients.
| S-EPMC3922763 | biostudies-literature
Project description:AimsIt has long been held that high-quality care has both technical and interpersonal aspects. The nature and strength of any association between both aspects remain poorly explored. This study investigated the associations between diabetes patients' reports of receiving recommended care (as measures of technical quality) and their experience and ratings (as measures of interpersonal care).MethodsUsing data from a cross section of 3096 patients with diabetes nested within 24 diabetes-care-networks, we conducted multilevel regression analysis of the relationships between nine indicators of receiving care recommended in practice guidelines and: six scales of patient experience and global ratings of general practitioner, nurses, and overall diabetes care.ResultsOn average, reporting having received recommended care was associated with reporting better patient experience and ratings. The extent and frequencies of these associations varied across the different care processes. Receiving foot examination, physical activity advice, smoking status check, eye examination, and HbA1c testing, but not nutritional advice, urine, cholesterol or blood pressure checks, were statistically associated with better patient experience and global ratings. Those who received HbA1c testing rated their overall care 1.002 points higher (95% confidence interval: 0.726-1.278) on a scale of 0-10 than those who did not.ConclusionsHigher self-reported technical quality of care in diabetes appears to be frequently but not always associated with better experiences and ratings. It is possible that the former leads to the latter and/or that both share a common cause within providers. Both care aspects do not seem interchangeable during performance assessment.
| S-EPMC5060680 | biostudies-literature
Project description:BackgroundSub-Saharan Africa continues to face the highest rate of mortality from diabetes in the world due to limited access to quality diabetes care. We assessed the quality of diabetes care in a rural diabetes clinic in western Kenya.MethodsTo provide a comprehensive assessment, a set of clinical outcomes, process, and structure metrics were evaluated to assess the quality of diabetes care provided in the outpatient clinic at Webuye District Hospital. The primary clinical outcome measures were the change in HbA1c and point of care blood glucose. In assessing process metrics, the primary measure was the percentage of patients who were lost to follow up. The structure metrics were assessed by evaluating different facets of the operation of the clinic and their accordance with the International Diabetes Federation (IDF) guidelines.ResultsA total of 524 patients were enrolled into the diabetes clinic during the predefined period of evaluation. The overall clinic population demonstrated a statistically significant reduction in HbA1c and point of care blood glucose at all time points of evaluation after baseline. Patients had a mean baseline HbA1C of 10.2% which decreased to 8.4% amongst the patients who remained in care after 18?months. In terms of process measures, 38 patients (7.3%) were characterized as being lost to follow up as they missed clinic visits for more than 6?months. Through the assessment of structural metrics, the clinic met at least the minimal standards of care for 14 out of the 19 domains recommended by the IDF.ConclusionThis analysis illustrates the gains made in various elements of diabetes care quality which can be used by other programs to guide diabetes care scale up across the region.
| S-EPMC6307239 | biostudies-literature
Project description:BackgroundLow-income countries suffer a growing burden of non-communicable diseases (NCDs). Self-care practices are crucial for successfully managing NCDs to prevent complications. However, little is known about how patients practice self-care in resource-limited settings.ObjectiveWe sought to understand self-care efforts and their facilitators among patients with diabetes and hypertension in rural Uganda.MethodsBetween April and June 2019, we conducted a cross-sectional qualitative study among adult patients from outpatient NCD clinics at three health facilities in Uganda. We conducted in-depth interviews exploring self-care practices for hypertension and/or diabetes and used content analysis to identify emergent themes.ResultsNineteen patients participated. Patients said they preferred conventional medicines as their first resort, but often used traditional medicines to mitigate the impact of inconsistent access to prescribed medicines or as a supplement to those medicines. Patients adopted a wide range of vernacular practices to supplement treatment or replace unavailable diagnostic tests, such as tasting urine to gauge blood-sugar level. Finally, patients sought and received both instrumental and emotional support for self-care activities from networks of family and peers. Patients saw their children as their most reliable source of support facilitating self-care, especially as a source of money for medicines, transport and home necessities.ConclusionPatients valued conventional medicines but engaged in varied self-care practices. They depended upon networks of social support from family and peers to facilitate self-care. Interventions to improve self-care may be more effective if they improve access to prescribed medicines and engage or enhance patients' social support networks.
| S-EPMC8378074 | biostudies-literature
Project description:BACKGROUND:Despite the increasing burden of diabetes in Uganda, little is known about the quality of type 2 diabetes mellitus (T2DM) care especially in rural areas. Poor quality of care is a serious limitation to the control of diabetes and its complications. This study assessed the quality of care and barriers to service delivery in two rural districts in Eastern Uganda. METHODS:This was a mixed methods cross-sectional study, conducted in six facilities. A randomly selected sample of 377 people with diabetes was interviewed using a pre-tested interviewer administered questionnaire. Key informant interviews were also conducted with diabetes care providers. Data was collected on health outcomes, processes of care and foundations for high quality health systems. The study included three health outcomes, six elements of competent care under processes and 16 elements of tools/resources and workforce under foundations. Descriptive statistics were computed to determine performance under each domain, and thematic content analysis was used for qualitative data. RESULTS:The mean age of participants was 49?years (±11.7?years) with a median duration of diabetes of 4?years (inter-quartile range?=?2.7?years). The overall facility readiness score was 73.9%. Inadequacies were found in health worker training in standard diabetes care, availability of medicines, and management systems for services. These were also the key barriers to provision and access to care in addition to lack of affordability. Screening of clients for blood cholesterol and microvascular complications was very low. Regarding outcomes; 56.8% of participants had controlled blood glucose, 49.3% had controlled blood pressure; and 84.0% reported having at least one complication. CONCLUSION:The quality of T2DM care provided in these rural facilities is sub-optimal, especially the process of care. The consequences include sub-optimal blood glucose and blood pressure control. Improving availability of essential medicines and basic technologies and competence of health workers can improve the care process leading to better outcomes.
| S-EPMC6796349 | biostudies-literature