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Background: Children with care for acute illness available through the Health-e-Access telemedicine model at childcare and schools were previously found to have 22% less emergency department (ED) use than counterparts without this service, but they also had 24% greater acute care use overall. Introduction: We assessed the hypothesis that increased utilization reflected improved access among impoverished inner-city children to a level experienced by more affluent suburban children. This observational study compared utilization among children without and with telemedicine access, beginning in 1993, ending in 2007, and based on 84,287 child-months of billing claims-based observation. Materials and methods: Health-e-Access Telemedicine was initiated in stepwise manner over 187 study-months among 74 access sites (childcare, schools, community centers), beginning in month 105. Children dwelled in inner city, rest-of-city Rochester, NY, or in surrounding suburbs. Rate of total acute care visits (office, ED, telemedicine) was measured as visits per 100 child-years. Observed utilization rates were adjusted in multivariate analysis for age, sex, insurance type, and season of year. Results: When both suburban and inner-city children lacked telemedicine access, overall acute illness visits were 75% greater among suburban than inner-city children (suburban:inner-city rate ratio 1.75, p < 0.0001). After telemedicine became available to inner-city children, their overall acute visits approximated those of suburban children (suburban:inner-city rate ratio 0.80, p = 0.07), whereas acute visits among suburban children remained at least (worst-case comparison) 56% greater than inner-city children without telemedicine (rate ratio 1.56, p < 0.0001). Discussion: At baseline, overall acute illness utilization of suburban children exceeded that of inner-city children. Overall utilization for inner-city children increased with telemedicine to that of suburban children at baseline. Without telemedicine, however, inner-city use remained substantially less than for suburban counterparts. Conclusions: Health-e-Access Telemedicine redressed socioeconomic disparities in acute care access in the Rochester area, thus contributing to a more equitable community.
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... 17 The period of assessment varied between 8 months 13 and 14.3 years. 16 The earliest study was conducted in 2000 15 and the latest were published in 2017. 16 17 ...
... Included studies were categorised as medium quality, 9 10 13-15 17 or low quality. 16 Reasons for studies not being high quality included limited information on factors such as recruitment of the cohort, ...
... but a non-significant (3.3%) reduction in visits to the office paediatrician. The second paper 16 published in 2016 using data collected between 1993 and 2007 applied a before-and-after design to determine whether the introduction of telemedicine led to increased healthcare utilisation among impoverished inner-city children, compared with more affluent suburban children. Before telemedicine was introduced, impoverished inner-city children were 75% less likely to see an office paediatrician or attend the ED for an urgent illness visit compared with more affluent suburban children (p<0.0001). ...
Article
Background There has been a rise in urgent paediatric hospital admissions and interventions to address this are required. Objective To systemically review the literature describing community (or non-hospital)-based interventions designed to reduce emergency department (ED) visits or urgent hospital admissions. Data sources MEDLINE, Embase, OVIS SP, PsycINFO, Science Citation Index Expanded/ISI Web of Science (1981–present), the Cochrane Library database and the Database of Abstracts of Reviews of Effectiveness. Study eligibility criteria Randomised controlled trials (RCTs) and before-and-after studies. Participants Individuals aged <16 years. Study appraisal and synthesis methods Papers were independently reviewed by two researchers. Data extraction and the Critical Appraisals Skills Programme checklist was completed (for risk of bias assessment). Results Seven studies were identified. Three studies were RCTs, three were a comparison between non-randomised groups and one was a before-and-after study. Interventions were reconfiguration of staff roles (two papers), telemedicine (three papers), pathways of urgent care (one paper) and point-of-care testing (one paper). Reconfiguration of staff roles resulted in reduction in ED visits in one study (with a commensurate increase in general practitioner visits) but increased hospital admissions from ED in a second. Telemedicine was associated with a reduction in children’s admissions in one study and reduced ED admissions in two further studies. Interventions with pathways of care and point-of-care testing did not impact either ED visits or urgent admissions. Conclusions and implications New out-of-hospital models of urgent care for children need to be introduced and evaluated without delay. PROSPERO registration number CRD42021274374.
... In public health, assessment of the equilibrium of healthcare facilities is focused on multidimensional indicators and categories of elements, usually including one or more of the social, economic, health, and environmental dimensions [22][23][24]. Social and economic assessment studies include social health benefits, financial expenditures for the construction of healthcare facilities, service volume, and hospital class, while health and social environment assessments include the number of facilities in the region, the surrounding environment, land-uses, the health needs of the population, and the experience of accessing healthcare [25][26][27]. Conley et al. (2023) have shown that hospitals can improve the quality of healthcare and population health through addressing equity and the social and structural determinants of health. ...
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The spatial equalization of medical facilities can alleviate the wastage of medical resources and improve the efficiency of medical services. Therefore, it is necessary to carry out spatially balanced planning and assessment of medical facilities in cities. Existing studies on the balanced planning, design, and evaluation of medical facilities have been conducted from the perspective of hospital buildings in terms of spatial utilization efficiency, service satisfaction, and their physical environment on one hand, and from the perspective of regional planning of medical facilities in terms of spatial accessibility to medical facilities and the suitability of medical facilities to the social environment on the other hand. This study hopes to break down the boundaries of each perspective and effectively integrate the architecture, planning, and social well-being of medical facilities, taking spatial equilibrium as the core, in order to establish a spatial equilibrium system for medical facilities and achieve a spatial equilibrium-based assessment of the current state of medical facilities. First, the factors influencing the spatial equilibrium of hospital buildings with the support of the system and environment of hospital buildings are determined. Second, the indicators of the spatial equilibrium of hospital buildings are extracted through the consideration of influencing factors, and the indicator weights are determined by discussing the degree to which they contribute to the influence of the operation of hospital building spatial equilibrium systems, thus forming a system of equilibrium indicators for hospital buildings. Finally, a spatial equilibrium evaluation model for hospital buildings is established to assess the effects of equilibrium. The results obtained in this study provide insights into the regional planning of medical facilities and the design of hospital buildings.
... interaction terms to quantify these differences. There is some support in the literature that telemedicine reduces disparities in appointment adherence, 23,24,35,[39][40][41][42] including rural versus urban, language proficiency, and race. Also similar to our work, Eruchalu et al. studied the effect of different social economic factors on visit modality and found that Black patients were more likely than White patients to use virtual surgical consultation during the second phase of the COVID-19 pandemic. ...
Article
Introduction: The global pandemic caused by coronavirus (COVID-19) sped up the adoption of telemedicine. We aimed to assess whether factors associated with no-show differed between in-person and telemedicine visits. The focus is on understanding how social economic factors affect patient no-show for the two modalities of visits. Methods: We utilized electronic health records data for outpatient internal medicine visits at a large urban academic medical center, from February 1, 2020 to December 31, 2020. A mixed-effect logistic regression was used. We performed stratified analysis for each modality of visit and a combined analysis with interaction terms between exposure variables and visit modality. Results: A total of 111,725 visits for 72,603 patients were identified. Patient demographics (age, gender, race, income, partner), lead days, and primary insurance were significantly different between the two visit modalities. Our multivariable regression analyses showed that the impact of sociodemographic factors, such as Medicaid insurance (OR 1.23, p < 0.01 for in-person; OR 1.03, p = 0.57 for telemedicine; p < 0.01 for interaction), Medicare insurance (OR 1.11, p = 0.04 for in-person; OR 0.95, p = 0.32 for telemedicine; p = 0.03 for interaction) and Black race (OR 1.36, p < 0.01 for in-person; OR 1.20, p < 0.01 for telemedicine; p = 0.03 for interaction), on increased odds of no-show was less for telemedicine visits than for in-person visits. In addition, inclement weather and younger age had less impact on no-show for telemedicine visits. Discussion: Our findings indicated that if adopted successfully, telemedicine had the potential to reduce no-show rate for vulnerable patient groups and reduce the disparity between patients from different socioeconomic backgrounds.
... Despite the utility of telemedicine in achieving this goal [10], our clinic grappled with the challenges of coordinating in-person follow-up visits required after both well and sick care virtual visits. While much research exists on the practicality of telemedicine and its applications [11][12][13][14][15][16][17], few, if any studies, have considered the challenge of coordinating in-person follow-up visits after a remote visit. This study investigated what percentage of pediatric patients successfully followed up for an in-person visit after a telemedicine visit between April and May 2020. ...
Article
Background: Although Coronavirus disease 2019 rapidly increased the use of telemedicine for pediatric primary care, vaccinations, screening tests, lab draws, and other procedures still require follow-up in-person visits. We investigated in-person follow-up rates after telemedicine visits at our primary care clinic, and what patient or visit characteristics were associated with non-completion of in-person follow-up. Methods: A retrospective cohort study was conducted of telemedicine visits completed between April and May 2020. A manual chart review was performed to determine which encounters required a follow-up in-person visit; and was tracked through August 2020. Bivariate comparisons were performed according to completion of in-person follow-up and multivariable analysis of follow-up visit attendance was performed using Cox proportional hazards regression. Results: Of 500 eligible encounters, 16% did not attend at least one in-person follow-up. The median time for follow-up was 2 days (IQR: 1, 6). Patients older than 1 year of age (32%, p= <0.001) and with Medicaid insurance (83%, p=0.019) were more likely to not complete a follow-up visit. The likelihood of completion was higher for Hispanic as compared to non-Hispanic Black patients (HR: 1.65; 95% CI: 1.28, 2.12; p<0.001) and patients requiring routine screening (HR: 1.40; 95% CI: 1.04, 1.89; p=0.028). Conclusions: Not all required in-person follow-ups were completed after telemedicine visits, which could have negative impacts on children's health. Improving the transition between telemedicine and inperson follow-up of primary care can help ensure the quality of care provided in a telemedicine-first model.
... Although the literature recognizes the myriad of benefits of telemedicine, such as reducing travel time, decreasing consultation fees, and increasing access to medical services to residents of remote, low-resource regions [7][8][9], impediments to the proper implementation of this technology worldwide still exist, especially within low-resource settings. Namely, hurdles related to cost, lack of technical staff, privacy of information, and resistance to change were among the most commonly reported [10][11][12]. ...
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Background Due to the upsurge of COVID-19, nations are increasingly adopting telemedicine programs in anticipation of similar crises. Similar to all nations worldwide, Jordan is implementing efforts to adopt such technologies, yet it is far from complete. Objective This study aims to assess the knowledge, attitudes, and perceptions of Jordanians toward telemedicine, to identify key factors predisposing individuals to its use or acting as barriers to its implementation. Methods We implemented a cross-sectional design using an online, self-administered questionnaire executed in Google Forms and distributed through social media. Differences in knowledge and attitude scores were examined using independent sample t tests and ANOVA. A multivariate linear regression model was computed to assess predictors of awareness toward telemedicine. ResultsA total of 1201 participants fully completed the questionnaire. Participants were characterized by a mean age of 36.3 (SD 14.4) years and a male-to-female ratio of nearly 1:1. About 50% (619/1201, 51.5%) of our studied population were aware of telemedicine, while nearly 25% (299/1201, 24.9%) declared they had observed it in action. Approximatively 68% (814/1201, 67.8%) of respondents were willing to use telemedicine. The majority of the sample portrayed favorable and positive views toward telemedicine. Higher educational degrees, living in urban districts, and having a higher perception of electronic usage ability were associated with higher knowledge and better attitudes toward telemedicine (all P
Article
Background: School-based health services, particularly those available to underserved and rural communities, remain in high demand. Advancements in telehealth services present clinical resources otherwise typically unavailable to students from rural communities. Methods: Data were collected during 4 semesters on all students receiving primary care or urgent care health services from 8 school-based telehealth programs delivering care to 40 schools across the United States. Results: Across the 4 semesters, 2,769 students received primary care telehealth and 2,238 students received urgent care telehealth. The primary care telehealth services were delivered by a primary care provider with a registered nurse also involved in half of the encounters. In contrast, the urgent care telehealth services were delivered almost exclusively by a registered nurse. Primary care telehealth delivered a variety of services including medication management, counseling, and sports physicals in addition to assessments and evaluations. Urgent care telehealth primarily involved an assessment. Both services returned most students to the classroom without the need for further follow-up, thus reducing or eliminating the need for seeking health care outside of the school setting. Notably, 67.7% of students seeking primary care telehealth services did not have a primary care provider outside of the school, clearly demonstrating the importance of these school-based services in increasing access to basic health care services for these students in rural and underserved communities. Conclusions: Telehealth provides a reliable solution and immediate access to care for students in need of health care, which, in turn, presents advantages to educators and parents.
Article
Telemedicine is not released into a social vacuum. In some communities - such as the underserved, low income, mostly minority community served by Einstein Medical Center Philadelphia (EMCP) - the social context presents the medical center with unique challenges centered on a strong community sense of historical discrimination. That context is manifested in people being less inclined to trust symbols of external authority and in their strong reliance on subjective norms. Analyzing 540 survey responses by EMCP emergency department (ED) patients shows that trust in the EMCP portal was the strongest predictor of its acceptance. Being an African American had no effect on portal acceptance compared to others in the community. Importantly, there was a negative interaction effect of subjective norms and trust on portal acceptance - meaning that increasing this trust can reduce the importance of subjective norms or, alternatively, that lower subjective norms may increase the importance of trust in determining acceptance. This moderation may have very practical implications for EMCP because, while it might be challenging for EMCP to change long established subjective norms, it is within their power to increase trust in the portal. Theoretical and practical implications are discussed.
Article
Objective: To examine chronic diseases, clinical factors, and sociodemographic characteristics associated with telemedicine utilization among a safety-net population. Materials and Methods: We conducted a retrospective cohort study of adults seeking care in an urban, multisite community health center in the Northeast United States. We included adults with ≥1 outpatient in-person visit during the pre-COVID-19 period (March 1, 2019-February 29, 2020) and ≥1 outpatient visit (in-person or telemedicine) during the COVID-19 period (March 1, 2020-February 29, 2021). Multivariable logistic regression models estimated associations between clinical and sociodemographic factors and telemedicine use, classified as "any" (≥1 visit) and "high" (≥3 visits). Results: Among 5,793 patients who met inclusion criteria, 4,687 (80.9%) had any (≥1) telemedicine visit and 1,053 (18.2%) had high (≥3) telemedicine visits during the COVID-19 period. Older age and Medicare coverage were associated with having any telemedicine use. Older and White patients were more likely to have high telemedicine use. Uninsured patients were less likely to have high telemedicine use. Patients with increased health care utilization in the pre-COVID-19 period and those with hypertension, diabetes, substance use disorders, and depression were more likely to have high telemedicine engagement. Discussion: Chronic conditions, older patients, and White patients compared with Latinx patients, were associated with high telemedicine engagement after adjusting for prior health care utilization. Conclusion: Equity-focused approaches to telemedicine clinical strategies are needed for safety-net populations. Community health centers can adopt disease-specific telemedicine strategies with high patient engagement.
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Urgent care as a distinct clinical care entity began in the 1970s to treat low-acuity conditions. Virtual urgent care (VUC) can be provided by the primary care physician (PCP) or home health system of the patient, and many commercial direct-to-consumer (DTC) companies have emerged to provide this service. Quality of care continues to be evaluated, but some studies suggest that DTC providers prescribe antibiotics at a higher rate than PCPs. VUC has been proposed to improve equity and access to care, but early evidence is mixed. New utilization owing to convenience may lead to overall higher health care costs.
Article
Objectives: Little is known about the recent usage of pediatric telehealth across all emergency departments (EDs) in the United States. Building upon our prior work, we aimed to characterize the usage of ED pediatric telehealth in the pre-COVID-19 era. Methods: The 2019 National ED Inventory-USA survey characterized all U.S. EDs open in 2019. Among EDs reporting receipt of pediatric telehealth services, we selected a random sample (n = 130) for a second survey on pediatric telehealth usage (2019 ED Pediatric Telehealth Survey). We also recontacted a random sample of EDs that responded to a prior, similar 2017 ED Pediatric Telehealth Survey (n = 107), for a total of 237 EDs in the 2019 ED Pediatric Telehealth Survey sample. Results: Overall, 193 (81%) of the 237 EDs responded to the 2019 Pediatric Telehealth Survey. There were 149 responding EDs that confirmed pediatric telehealth receipt in 2019. Among these, few reported ever having a pediatric emergency medicine (PEM) physician (10%) or pediatrician (9%) available for emergency care. Although 96% of EDs reported availability of pediatric telehealth services 24 h per day, 7 days per week, the majority (60%) reported using services less than once per month and 20% reported using services every 3-4 weeks. EDs most frequently used pediatric telehealth to assist with placement and transfer coordination (91%). Conclusions: Most EDs receiving pediatric telehealth in 2019 had no PEM physician or pediatrician available. Most EDs used pediatric telehealth services infrequently. Understanding barriers to assimilation of telehealth once adopted may be important to enable improved access to pediatric emergency care expertise.
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Background and objectives: Prevailing regulatory and financing issues constrain dissemination of connected care despite evidence supporting acceptability, effectiveness, and efficiency. In this analysis we describe care provided over a 12-year period by Health-e-Access, an evidence-based, information-rich, connected care model designed to serve children with acute illness. We demonstrate the broad clinical capacity of this care model and key components imparting this capacity. Materials and methods: Since 2001, Health-e-Access has been used in childcare, elementary schools, neighborhood after-hours sites, and a school for children with severe disabilities in Rochester, NY. With Health-e-Access, videoconference (preferably) or telephone enables parent, patient, and provider engagement. Technology includes the capacity for acquisition and exchange of a broad range of clinical observations, qualifying Health-e-Access as an information-rich model and differentiating it from multiple other connected care models commonly labeled telemedicine. Primary diagnoses recorded for completed visits were classified according to resources (technology, personnel, examination type) required to complete encounters appropriately. Results: Among 13,812 Health-e-Access visits initiated through June 2013, 98.2% were completed. Capacity for ear-nose-throat examination and close inspection of eye and skin were sufficient to identify positive findings supporting 95.2% of primary diagnoses. Videoconference and stethoscope were considered essential for observations required to rule out serious conditions often presenting in similar fashion to these 95%. Conclusions: Health-e-Access included technology essential for establishing diagnoses, ruling out more serious conditions, and identifying problems beyond its scope. Regulations enabling and financing incentivizing replication of similar connected care models would benefit families and communities substantially. Observations challenge regulatory bodies and payers to support connected health services of comparable value.
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Background: Telemedicine has enhanced care for children with illness in Rochester, NY, since May 2001, enabling 13,568 acute illness visits through December 2013. Prior findings included high parent satisfaction with childcare- and school-based telemedicine ("school telemedicine") and potential to replace 85% of office visits for illness. Urban neighborhood telemedicine ("neighborhood telemedicine") was designed to offer convenient care for illness episodes that school telemedicine often cannot serve because illness arises when children are at home or symptoms preclude attendance. This study was designed to characterize health problems prompting neighborhood telemedicine use and to assess parent perceptions of its value. Materials and methods: A parent satisfaction instrument was developed with input from parents and providers. Neighborhood telemedicine was initiated in January 2009 and totaled 1,362 visits through November 2013. During a 29-month survey period through January 2012, 3,871 acute illness telemedicine visits were completed, 908 (23.5%) of them via neighborhood telemedicine. Instruments were completed for 392 (43.2%) of the 908 visits. Results: Neighborhood telemedicine comprised 27% of all telemedicine visits during the year of peak neighborhood activity. Almost all survey respondents were satisfied or highly satisfied with neighborhood visits (97.6%) and endorsed greater convenience than alternatives (94.5%). Conclusions: Family preferences and the high value placed on neighborhood telemedicine suggest such service is important, especially in health systems driven by patient values. Service provided by neighborhood telemedicine holds potential to meet a large demand for care of acute childhood illness. Financing reform to support patient-centered care (e.g., bundled payments) should encompass sustainable business models for this service.
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Acute illness challenges all families with young children. The Health-e-Access Telemedicine Network in Rochester, NY, has enabled >7,000 telemedicine visits since 2001 among children in childcare or elementary schools, predominantly from Rochester's inner city. Large reductions in illness-related absence and emergency department use among Health-e-Access participants have occurred. The study was aimed to assess parent perception of telemedicine as a means to reduce burdens associated with childhood illness. A total of 800 parents were surveyed before (578) or after (318) a child had at least one Health-e-Access visit. Queries addressed access to healthcare, conflicts between work/school and child's care during illness, and concerns and likes about telemedicine. Perceptions were elicited through open-ended and direct queries. Among all respondents, 16% had high-school education and 25% had a college education. Race/ethnicity of the respondents included black (43.6%), Hispanic (22.9%), white (30.0%), and other (3.5%). All identified a primary care practice as a source for well childcare. Most (58%) had given antipyretics to their child to avoid being called by childcare or elementary school staff about illness. Likert scale interview items addressing quality of care elicited low levels of worry or concern. Worry scores trended lower after experience. Among 532 comments about Health-e-Access elicited through open-ended probes, positive ones (likes) predominated (84.6%). Likes most commonly included convenience/time saved (33.6% of all comments), parent stayed at work (13.5%), drug delivered to child site (7.1%) or called ahead to pharmacy (4.9%), and confidence in care (2.3%). Negative responses (concerns) totaled 15.4% of comments and most commonly included reliability of diagnosis (2.6%), technical problems (1.3%), and preference for in-person care (0.8%). Health-e-Access was well accepted by a substantial, diverse group of parents despite unfamiliarity with this approach to care. Convenience and convenience-related experience dominated perceptions. This model enables service beyond that mandated by payers and beyond that generally provided by medical practices.
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Health-e-Access, an urban telemedicine service, enabled 6,511 acute-illness telemedicine visits over a 7-year period for children at 22 childcare and school sites in Rochester, NY. The aims of this article were to (1) describe provider attitudes and perceptions about efficiency and effectiveness of Health-e-Access and (2) assess hypotheses that (a) providers will complete a large proportion of the telemedicine visits attempted and (b) high levels of continuity with the primary care practice will be achieved. This descriptive study focused on the 24-month Primary Care Phase in the development of Health-e-Access, initiated by the participation of 10 primary care practices. Provider surveys addressed efficiency, effectiveness, and overall acceptability. Performance measures included completion of telemedicine visits and continuity of care with the medical home. Among survey respondents, the 30 providers who had completed telemedicine visits perceived that decision-making required slightly less time and total time required was slightly greater than for in-person visits. Confidence in diagnosis was somewhat less for telemedicine visits. Providers were comfortable collaborating with telemedicine assistants and confident that communications met parent needs. Among the 2,554 consecutive telemedicine visits attempted during the Primary Care Phase, 2,475 (96.9%) were completed by 47 providers. For visits by children with a participating primary care practice, continuity averaged 83.2% among practices (range, 28.1-92.9%). Providers perceived little or no advantage in efficiency or effectiveness to their practice in using telemedicine to deliver care; yet they used it effectively in serving families, completing almost all telemedicine visits requested, providing high levels of continuity with the medical home, and believing they communicated adequately with parents.
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Health-e-Access, a telemedicine service providing care for acute illnesses in children, has delivered >6500 telemedicine visits from 10 primary care practices in Rochester, New York, by using telemedicine access at 22 child care and school sites. The goal was to assess the hypotheses that children served by Health-e-Access received health care more often for acute illnesses but had fewer emergency department (ED) visits and lower health care expenditures than did children without access through this service. By using insurance claims, this case study compared utilization (starting in May 2001) of telemedicine, office, or ED care for children with versus without telemedicine access. Children included in analyses had > or =6 consecutive insurance-covered months through July 2007. Claims data captured all utilization. A total of 19 652 child-months from 1216 children with telemedicine access were matched with respect to age, gender, socioeconomic status, and season with child-months for children without telemedicine availability. The mean age at utilization was 6.71 years, with 79% of all child-months being covered by Medicaid managed care. The overall utilization rate was 305.1 visits per 100 child-years. In multivariate analyses with adjustment for potential confounders, overall illness-related utilization rates (in-person or telemedicine visits per 100 child-years) for all sites were 23.5% greater for children with telemedicine access than for control children, but ED utilization was 22.2% less. The Health-e-Access telemedicine model holds potential to reduce health care costs, mostly through replacement of ED visits for nonemergency problems.
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The acute care system reflects the best and worst in American medicine. The system, which includes urgent care and retail clinics, emergency departments, hospitals, and doctors' offices, delivers 24/7 care for life-threatening conditions and is a key part of the safety net for the under- and uninsured. At the same time, it is fragmented, disconnected, and costly. We describe strategies to contain acute care costs. Reducing demands for acute care may be achieved through public health measures and educational initiatives; in contrast, delivery system reform has shown mixed results. Changing providers' behavior will require the development of care pathways, assessments of goals of care, and practice feedback. Creating alternatives to hospitalization and enhancing the interoperability of electronic health records will be key levers in cost containment. Finally, we contend that fee-for-service with modified payments based on quality and resource measures is the only feasible acute care payment model; others might be so disruptive that they could threaten the system's effectiveness and the safety net.
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To examine geographic variation in rates of infant hospitalization for diagnoses classified by type of hospitalization decision in Monroe County (Rochester), New York. Study design was cross-sectional and ecologic. International Classification of Diseases (ICD) codes were used to categorize all 7883 hospitalizations for infants (age, <24 months) beyond the newborn period between 1985 and 1991. Postal zip codes defined socioeconomic areas as inner-city, other urban, and suburban for the population at risk. In 1990, inner-city infants included 62% black and 65% Medicaid-covered infants, whereas suburban infants included 3% black and 6% covered by Medicaid. Hospitalization rates were compared among the three socioeconomic areas. Overall hospitalization rate was 50.3 per 1000 child years. Admissions classified as discretionary accounted for 59% of these, followed by those classified as mandatory, 18%; sometime (congenital heart disease, cleft palate), 15%; discretionary surgery (inguinal hernia, tonsillectomy/adenoidectomy), 6%; and unlikely to need admission, 2%. A stepwise, socioeconomic gradient in hospitalization was found, with rates of 38.1, 51.3, and 82.9 per 1000 child-years, respectively, for suburban, other urban, and inner-city areas. Rates for discretionary, unlikely, and mandatory admissions followed this gradient. Using the odds for hospitalization of suburban infants as the base odds, the odds ratio for discretionary hospitalization for inner-city infants was 2.88 (95% confidence interval [CI], 2.69 to 3. 08) and that for mandatory hospitalization was 2.20 (95% CI, 1.94 to 2.49). In multiple regression analysis, low education level of mothers explained 81% of the variance in discretionary hospitalization rate. Although the per capita rate of hospital care of inner-city infants was more than twofold greater than that for suburban infants, potential for reducing this difference is suggested by the fact that discretionary admissions accounted for 78. 9% of this difference, whereas mandatory admissions accounted for 17. 7% of the difference. The hospitalization rate for inner-city infants is much greater than that for suburban infants. A substantial portion of the difference, namely that attributable to mandatory admissions, reflected higher rates of serious illness. Differences attributable to discretionary admissions may reflect higher rates of serious illness to some extent, but also appear to reflect less effective health services to a substantial degree.