Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 12 de 12
Filtrar
Mais filtros

Bases de dados
País/Região como assunto
Tipo de documento
Intervalo de ano de publicação
1.
JAMA Health Forum ; 5(3): e235454, 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-38427341

RESUMO

Importance: Private Medicare Advantage (MA) plans recently surpassed traditional Medicare (TM) in enrollment. However, MA plans are facing scrutiny for burdensome prior authorization and potential rationing of care, including home health. MA beneficiaries are less likely to receive home health, but recent evidence on differences in service intensity and outcomes among home health patients is lacking. Objective: To examine differences in home health service intensity and patient outcomes between MA and TM. Design, Setting, and Participants: This cross-sectional study was conducted from January 2019 to December 2022 in 102 home health locations in 19 states and included 178 195 TM and 107 102 MA patients 65 years or older with 2 or fewer 60-day home health episodes. It included a secondary analysis of standardized assessment and visit data. Inverse probability of treatment weighting regression compared service intensity and patient outcomes between MA and TM episodes, accounting for differences in demographic characteristics, medical complexity, functional and cognitive impairments, social environment, caregiver support, and local community factors. Models included office location, year, and reimbursement policy fixed effects. Data were analyzed between September 2023 and July 2024. Exposure: TM vs MA plan. Main Outcomes and Measures: Home health length of stay and number of visits from nursing, physical, occupational, and speech therapy, social work, and home health aides. Patient outcomes included improvement in self-care and mobility function, discharge to the community, and transfer to an inpatient facility during home health. Results: Of 285 297 total patients, 180 283 (63.2%) were female; 586 (0.2%) were American Indian/Alaska Native, 8957 (3.1%) Asian, 28 694 (10.1%) Black, 7406 (2.6%) Hispanic, 1959 (0.7%) Native Hawaiian/Pacific Islander, 237 017 (83.1%) non-Hispanic White, and 678 (0.2%) multiracial individuals. MA patients had shorter home health length of stay by 1.62 days (95% CI, -1.82 to 1.42) and received fewer visits from all disciplines except social work. There were no differences in inpatient transfers. MA patients had 3% and 4% lower adjusted odds of improving in mobility and self-care, respectively (mobility odds ratio [OR], 0.97; 95% CI, 0.94-0.99; self-care OR, 0.96; 95% CI, 0.92-0.99). MA patients were 5% more likely to discharge to the community compared with TM (OR, 1.05; 95% CI, 1.01-1.08). Conclusions and Relevance: The results of this cross-sectional study suggest that MA patients receive shorter and less intensive home health care vs TM patients with similar needs. Differences may be due to the administrative burden and cost-limiting incentives of MA plans. MA patients experienced slightly worse functional outcomes but were more likely to discharge to the community, which may have negative implications for MA patients, including reduced functional independence or increased caregiver burden.


Assuntos
Medicare Part C , Idoso , Humanos , Feminino , Estados Unidos , Masculino , Estudos Transversais , Alta do Paciente , Pacientes Internados , Havaí
2.
Inquiry ; 58: 46958021991293, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33565343

RESUMO

Since 2014, 32 states implemented Medicaid expansion by removing the categorical criteria for childless adults and by expanding income eligibility to 138% of the federal poverty level (FPL) for all non-elderly adults. Previous studies found that the Affordable Care Act (ACA) Medicaid expansion improved rates of being insured, unmet needs for care due to cost, number of physician visits, and health status among low-income adults. However, a few recent studies focused on the expansion's effect on racial/ethnic disparities and used the National Academy of Medicine (NAM) disparity approach with a limited set of access measures. This quasi-experimental study examined the effect of Medicaid expansion on racial/ethnic disparities in access to health care for U.S. citizens aged 19 to 64 with income below 138% of the federal poverty line. The difference-in-differences model compared changes over time in 2 measures of insurance coverage and 8 measures of access to health care, using National Health Interview Survey (NHIS) data from 2010 to 2016. Analyses used the NAM definition of disparities. Medicaid expansion was associated with significant decreases in uninsured rates and increases in Medicaid coverage among all racial/ethnic groups. There were differences across racial/ethnic groups regarding which specific access measures improved. For delayed care and unmet need for care, decreases in racial/ethnic disparities were observed. After the ACA Medicaid expansion, most access outcomes improved for disadvantaged groups, but also for others, with the result that disparities were not significantly reduced.


Assuntos
Disparidades em Assistência à Saúde , Medicaid , Adulto , Etnicidade , Acessibilidade aos Serviços de Saúde , Humanos , Cobertura do Seguro , Seguro Saúde , Pessoa de Meia-Idade , National Academies of Science, Engineering, and Medicine, U.S., Health and Medicine Division , Patient Protection and Affordable Care Act , Estados Unidos
3.
J Manag Care Spec Pharm ; 26(6): 729-740, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32463768

RESUMO

BACKGROUND: Non-small cell lung cancer (NSCLC) is the most common form of lung cancer in the United States. Immunotherapies and cytotoxic chemotherapies used to treat advanced NSCLC carry a substantial risk of adverse events (AEs), but real-world data on the incidence and costs associated with the unique AE profiles of these treatments are sparse. OBJECTIVE: To examine the AE incidence and costs among patients initiating non-driver mutation-targeted first-line therapy for metastatic NSCLC (mNSCLC) in clinical practice. METHODS: This was a retrospective administrative claims study conducted among commercial and Medicare Advantage health plan members who initiated first-line, nontargeted systemic anti-NSCLC therapy between January 1, 2008, and February 28, 2018. Patients were assigned to mutually exclusive treatment cohorts (cytotoxic chemotherapy [CHEM], immuno-oncology agents [IO], or immuno-oncology + cytotoxic chemotherapy [IO-CHEM]) and were observed from the index date (start of first-line therapy) through the earliest of health plan disenrollment, death, or March 31, 2018. AE incidence rates and associated health care costs were measured from the index date through the earliest of the start of a new therapy, 180 days after the end of first-line therapy, or the end of the study period. The factors influencing whether patients incurred high AE-related health care costs were assessed using multivariable models adjusted for patient demographic and clinical characteristics. RESULTS: The final study population (mean [SD] age 68.6 [9.5] years, 53.9% male) included 8,818 in the CHEM cohort, 482 in the IO cohort, and 412 in the IO-CHEM cohort. Overall, 74.4% had at least 1 AE during follow-up. The AE incidence rate was lowest for the IO cohort, with incidence rate ratios (95% CI) of 1.4 (1.3-1.6) for the CHEM cohort and 1.4 (1.2-1.6) for the IO-CHEM cohort. Mean AE-related costs were lowest for the IO cohort ($16,319) and highest for the CHEM cohort ($23,009; P < 0.001). In the multivariable analysis, the odds of incurring any AE costs were similar for the IO and IO-CHEM cohorts compared with the CHEM cohort (OR = 0.82; P = 0.135 and OR = 0.98; P = 0.888, respectively). Among patients who incurred AE costs, those in the IO cohort were less likely than those in the CHEM cohort to have high costs (OR = 0.60; P = 0.030); the difference between the IO-CHEM and CHEM cohorts was not statistically significant. CONCLUSIONS: Among real-world patients initiating nontargeted first-line therapy for mNSCLC, those receiving immunotherapy experienced fewer AEs and had lower total AE-related costs than those treated with cytotoxic chemotherapy. Immunotherapy-treated patients were no more likely than chemotherapy-treated patients to incur AE-related costs and were less likely to have high AE costs if they incurred any at all. These findings indicate that immunotherapy-related AEs are not a differentiating factor in cost of care for this patient population in clinical practice. DISCLOSURES: This study was sponsored by AstraZeneca. Ryan is an employee of AstraZeneca. Engel-Nitz, Johnson, and Bunner are employees of Optum, which was contracted by AstraZeneca to conduct this study, and shareholders in UnitedHealth Group. Engel-Nitz has also worked on cancer-related studies for which Optum received funding from Bayer AG, Clovis Oncology, Eli Lilly, EMD Serono, Exact Sciences, Janssen, and Novartis. Johnson worked on cancer-related studies for which Optum received funding from Eli Lilly, Medtronic, Sanofi, and UnitedHealthcare. Bunner has worked on cancer-related studies for which Optum received funding from Celgene and Incyte.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Efeitos Psicossociais da Doença , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/economia , Custos de Cuidados de Saúde/estatística & dados numéricos , Neoplasias Pulmonares/tratamento farmacológico , Demandas Administrativas em Assistência à Saúde/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Protocolos de Quimioterapia Combinada Antineoplásica/economia , Carcinoma Pulmonar de Células não Pequenas/economia , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Carcinoma Pulmonar de Células não Pequenas/secundário , Análise Custo-Benefício/estatística & dados numéricos , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/epidemiologia , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/etiologia , Feminino , Seguimentos , Humanos , Incidência , Neoplasias Pulmonares/economia , Neoplasias Pulmonares/mortalidade , Neoplasias Pulmonares/patologia , Masculino , Medicare/economia , Medicare/estatística & dados numéricos , Pessoa de Meia-Idade , Estudos Retrospectivos , Análise de Sobrevida , Estados Unidos
4.
J Med Econ ; 23(7): 698-705, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32255386

RESUMO

Aims: Cardiac device infections (CDIs) are serious adverse events associated with morbidity and mortality, significant costs and increased healthcare utilization. The objective of the current study was to characterize the CDI rate by device type, risk factors for infection and healthcare costs from a large U.S. health insurer perspective.Materials and Methods: A retrospective analysis of a large U.S. health insurer database identified commercial and Medicare Advantage with Part D (MAPD) members ≥18 years with ≥1 claim for a cardiac implantable electronic device (CIED) procedure between 01 October 2011 and 31 October 2015. CIEDs included pacemakers (IPG), implantable cardioverter defibrillators (ICDs), and cardiac resynchronization therapy - pacemakers without (CRT-P) and with defibrillation (CRT-D). Probabilities of CDI through one-year post implant were estimated using the Kaplan-Meier method. A regression model with stepwise variable selection was used to select risk factors associated with CDIs.Results: A total of 63,406 patients were included with an overall CDI rate of 1.28% (1.0% de novo and 1.74% replacement devices), varying by device type: IPG = 0.91%; ICD = 1.63%; CRT-p = 1.50%; CRT-D = 2.22%. The average adjusted annual medical costs were 2.4 times greater [95% confidence interval (CI) = 2.1-2.7] for those with an infection compared to those without, and the incremental cost difference was estimated to be $57,322 [95% CI $46,572-$70,484]. Observed risk factors of CDIs included prior device infection [Odds ratio (OR) = 11.356; 95% CI = 7.923-16.276], undergoing a CIED replacement procedure (OR = 1.644; 95% CI = 1.361-1.987), implantation of a high-power device (OR = 1.354; 95% CI = 1.115-1.643), and younger age (age < 65) (OR = 1.607; 95% CI = 1.307-1.976).Conclusions: The CDI rate at one year ranged from 0.91%-2.22% depending on device type. Management of CDIs among commercial and MAPD members is associated with high healthcare expenditures.


Assuntos
Desfibriladores Implantáveis/efeitos adversos , Seguradoras/economia , Infecções Relacionadas à Prótese/economia , Idoso , Idoso de 80 Anos ou mais , Custos e Análise de Custo , Feminino , Humanos , Masculino , Medicare Part D/economia , Pessoa de Meia-Idade , Infecções Relacionadas à Prótese/fisiopatologia , Estudos Retrospectivos , Estados Unidos
5.
Curr Med Res Opin ; 35(11): 1945-1953, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31311342

RESUMO

Objectives: This study compared healthcare utilization and costs associated with switching the first-line protease inhibitor (PI) or non-nucleoside reverse transcriptase inhibitor (NNRTI) based antiretroviral (ARV) regimen due to reasons other than virologic failure among patients with HIV-1. Methods: This was a retrospective analysis of commercial and Medicare Advantage with Part D enrollees in two US administrative claims databases. The study population comprised adults with HIV-1 infection initiating antiretroviral therapy (ART) on PI- or NNRTI-containing regimens from 1 January 2006 to 31 December 2015. Patients with a subsequent change in anchor agent were assigned to the switch cohort; the non-switch cohort was constructed using propensity score matching of three non-switching patients for each patient in the switch cohort. Patient characteristics and per patient per month healthcare resource utilization and costs were compared between the cohorts during the pre-switch, switch (15 days before and after switching) and post-switch periods. Costs during the switch period were also estimated with a multivariable-adjusted model. Results: The matched study population consisted of 1204 patients who switched their first-line PI- or NNRTI-based regimen and 3612 patients who did not. Compared with the non-switch cohort, patients who switched had higher healthcare resource utilization during the pre-switch, switch and post-switch periods. Mean unadjusted non-ART costs in the switch cohort were nearly double ($2944 versus $1530, p < .001), more than double ($2562 versus $1215, p < .001) and 1.5 times higher ($1473 versus $968, p < .001) than costs in the non-switch cohort in the pre-switch, switch and post-switch periods, respectively. Conclusions: Patients with HIV-1 who initiated PI- or NNRTI-based regimens and switched ARTs for reasons other than virologic failure used more healthcare resources and incurred greater costs relative to patients in the non-switch cohort. This study highlights the importance of initiating patients on appropriate first-line ART to avoid the need to switch due to reasons other than virologic failure.


Assuntos
Fármacos Anti-HIV/uso terapêutico , Infecções por HIV/tratamento farmacológico , HIV-1 , Custos de Cuidados de Saúde , Recursos em Saúde , Aceitação pelo Paciente de Cuidados de Saúde , Adulto , Feminino , Inibidores da Protease de HIV/uso terapêutico , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Inibidores da Transcriptase Reversa/uso terapêutico
6.
J Oral Maxillofac Surg ; 77(6): 1135-1142, 2019 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-30738058

RESUMO

PURPOSE: Oral and maxillofacial surgeons often treat patients with both diagnosed and undiagnosed obstructive sleep apnea (OSA). Patients with OSA are at substantial risk of perioperative and postoperative complications after receiving intravenous sedation, general anesthesia, or postoperative opiate analgesia. The purpose of this study was to determine whether oral and maxillofacial surgery (OMS) providers are screening patients for perioperative and postoperative risks related to OSA before office-based ambulatory anesthesia. MATERIALS AND METHODS: SurveyMonkey software (SurveyMonkey, San Mateo, CA) was used to distribute a survey to 1,658 community- and hospital-based OMS providers in the United States. A response rate of 17.4% (n = 288) was achieved. The 27-question survey was created to obtain demographic information and to assess the preoperative anesthesia routine of the OMS providers. The questions were developed based on American Society of Anesthesiologists guidelines and the STOP-Bang questionnaire to determine the quality and rate of screening for OSA before office-based ambulatory anesthesia procedures. RESULTS: All incomplete survey responses were excluded from analysis. Demographic analysis showed that 73.61% of the 288 respondents were in private practice only, with no hospital affiliation. Of the respondents, 81.88% reported performing fewer than 50 hospital operating room procedures per year, 81.60% reported performing more than 200 office-based ambulatory anesthesia cases per year, and 96.19% reported performing their own office-based ambulatory anesthesia. In this cohort, only 34.7% of OMS providers stated that they asked patients OSA-specific screening questions, whereas 74.3% reported asking other preoperative anesthesia questions (χ2 = 91.0, df = 1, P < .0001). CONCLUSIONS: Most of the surveyed OMS providers are not screening pre-anesthesia patients for OSA with a quantifiable method such as the STOP-Bang questionnaire. These findings identify a need to investigate the rate of undiagnosed OSA syndrome in the OMS office-based ambulatory anesthesia patient population. The STOP-Bang questionnaire may be a useful tool to better assess for anesthesia risk and modify management accordingly.


Assuntos
Anestesia Dentária , Anestesiologia , Apneia Obstrutiva do Sono , Cirurgia Bucal , Humanos , Inquéritos e Questionários
7.
Adv Ther ; 35(4): 467-481, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29616482

RESUMO

INTRODUCTION: Alpha 1-antitrypsin deficiency (AATD) is a genetic disorder which reduces serum alpha 1-antitrypsin (AAT or alpha1-proteinase inhibitor, A1PI) and increases the risk of chronic obstructive pulmonary disease (COPD). Management strategies include intravenous A1PI augmentation, and, in some cases, a health management program (Prolastin Direct®; PD). OBJECTIVES: This study compared clinical and economic outcomes between patients with and without PD program participation. METHODS: This retrospective study included commercial and Medicare Advantage health insurance plan members with ≥ 1 claim with diagnosis codes for COPD and ≥ 1 medical or pharmacy claim including A1PI (on index date). Outcomes were compared between patients receiving only Prolastin® or Prolastin®-C (PD cohort) and patients who received a different brand without PD (Comparator cohort). Demographic and clinical characteristics were captured during 6 months pre-index. Post-index exacerbation episodes and healthcare utilization and costs were compared between cohorts. RESULTS: The study sample comprised 445 patients (n = 213 in PD cohort; n = 232 in Comparator cohort), with a mean age 55.5 years, 50.8% male, and 78.9% commercially insured. The average follow-up was 822 days (2.25 years), and the average time on A1PI was 747 days (2.04 years). Few differences were observed in demographic or clinical characteristics. Adjusting for differences in patient characteristics, the rate of severe exacerbation episodes was reduced by 36.1% in the PD cohort. Adjusted total annual all-cause costs were 11.4% lower, and adjusted mean respiratory-related costs were 10.6% lower in the PD cohort than the Comparator cohort. Annual savings in all-cause total costs in the PD cohort relative to the Comparator cohort was US$25,529 per patient, largely due to significantly fewer and shorter hospitalizations. CONCLUSIONS: These results suggest that comprehensive health management services may improve both clinical and economic outcomes among patients with COPD and AATD who receive augmentation therapy. FUNDING: Grifols Shared Services of North America, Inc.


Assuntos
Gerenciamento Clínico , Doença Pulmonar Obstrutiva Crônica/tratamento farmacológico , Inibidores da Tripsina/uso terapêutico , Deficiência de alfa 1-Antitripsina/tratamento farmacológico , alfa 1-Antitripsina/uso terapêutico , Idoso , Estudos de Coortes , Análise Custo-Benefício , Custos e Análise de Custo , Feminino , Hospitalização/economia , Humanos , Revisão da Utilização de Seguros/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Educação de Pacientes como Assunto , Estudos Retrospectivos , alfa 1-Antitripsina/economia
8.
Phys Ther ; 96(1): 71-80, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26472298

RESUMO

BACKGROUND: Health human resources continue to emerge as a critical health policy issue across the United States. OBJECTIVE: The purpose of this study was to develop a strategy for modeling future workforce projections to serve as a basis for analyzing annual supply of and demand for physical therapists across the United States into 2020. DESIGN: A traditional stock-and-flow methodology or model was developed and populated with publicly available data to produce estimates of supply and demand for physical therapists by 2020. METHODS: Supply was determined by adding the estimated number of physical therapists and the approximation of new graduates to the number of physical therapists who immigrated, minus US graduates who never passed the licensure examination, and an estimated attrition rate in any given year. Demand was determined by using projected US population with health care insurance multiplied by a demand ratio in any given year. The difference between projected supply and demand represented a shortage or surplus of physical therapists. RESULTS: Three separate projection models were developed based on best available data in the years 2011, 2012, and 2013, respectively. Based on these projections, demand for physical therapists in the United States outstrips supply under most assumptions. LIMITATIONS: Workforce projection methodology research is based on assumptions using imperfect data; therefore, the results must be interpreted in terms of overall trends rather than as precise actuarial data-generated absolute numbers from specified forecasting. CONCLUSIONS: Outcomes of this projection study provide a foundation for discussion and debate regarding the most effective and efficient ways to influence supply-side variables so as to position physical therapists to meet current and future population demand. Attrition rates or permanent exits out of the profession can have important supply-side effects and appear to have an effect on predicting future shortage or surplus of physical therapists.


Assuntos
Fisioterapeutas/provisão & distribuição , Previsões , Necessidades e Demandas de Serviços de Saúde , Humanos , Modelos Teóricos , Estados Unidos
9.
Ann N Y Acad Sci ; 1321: 20-40, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25123208

RESUMO

Optimal nutrition across the continuum of care plays a key role in the short- and long-term clinical and economic outcomes of patients. Worldwide, an estimated one-quarter to one-half of patients admitted to hospitals each year are malnourished. Malnutrition can increase healthcare costs by delaying patient recovery and rehabilitation and increasing the risk of medical complications. Nutrition interventions have the potential to provide cost-effective preventive care and treatment measures. However, limited data exist on the economics and impact evaluations of these interventions. In this report, nutrition and health system researchers, clinicians, economists, and policymakers discuss emerging global research on nutrition health economics, the role of nutrition interventions across the continuum of care, and how nutrition can affect healthcare costs in the context of hospital malnutrition.


Assuntos
Continuidade da Assistência ao Paciente , Desnutrição/economia , Desnutrição/terapia , Terapia Nutricional/economia , Terapia Nutricional/métodos , Continuidade da Assistência ao Paciente/economia , Análise Custo-Benefício , Hospitalização/economia , Humanos , Resultado do Tratamento
10.
J Am Med Inform Assoc ; 18(6): 883-9, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21676941

RESUMO

Unpredictable yet frequently occurring exception situations pervade clinical care. Handling them properly often requires aberrant actions temporarily departing from normal practice. In this study, the authors investigated several exception-handling procedures provided in an electronic health records system for facilitating clinical documentation, which the authors refer to as 'data entry exit strategies.' Through a longitudinal analysis of computer-recorded usage data, the authors found that (1) utilization of the exit strategies was not affected by postimplementation system maturity or patient visit volume, suggesting clinicians' needs to 'exit' unwanted situations are persistent; and (2) clinician type and gender are strong predictors of exit-strategy usage. Drilldown analyses further revealed that the exit strategies were judiciously used and enabled actions that would be otherwise difficult or impossible. However, many data entries recorded via them could have been 'properly' documented, yet were not, and a considerable proportion containing temporary or incomplete information was never subsequently amended. These findings may have significant implications for the design of safer and more user-friendly point-of-care information systems for healthcare.


Assuntos
Sistemas Computadorizados de Registros Médicos/organização & administração , Interface Usuário-Computador , Sistemas de Informação em Atendimento Ambulatorial , Atenção à Saúde , Registros Eletrônicos de Saúde , Hospitais Urbanos/organização & administração , Humanos , Armazenamento e Recuperação da Informação/métodos , Sistemas Computadorizados de Registros Médicos/estatística & dados numéricos , Registros Médicos Orientados a Problemas , Pennsylvania , Sistemas Automatizados de Assistência Junto ao Leito
11.
J Health Care Poor Underserved ; 21(1): 221-8, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-20173264

RESUMO

African Americans, women, the elderly, obese people, and those in underserved communities are less likely than others to participate in leisure-time physical activity. Mercy Catholic Medical Center opened two fitness centers in low-income, predominately minority Philadelphia neighborhoods. Obese/overweight women from ethnic minorities living in low-income neighborhoods participated most frequently.


Assuntos
Exercício Físico , Academias de Ginástica/estatística & dados numéricos , Promoção da Saúde/métodos , Acessibilidade aos Serviços de Saúde , Obesidade/prevenção & controle , Serviços Urbanos de Saúde/estatística & dados numéricos , Negro ou Afro-Americano/estatística & dados numéricos , Estudos Transversais , Feminino , Academias de Ginástica/economia , Humanos , Masculino , Área Carente de Assistência Médica , Pessoa de Meia-Idade , Grupos Minoritários , Philadelphia , Características de Residência , Fatores Socioeconômicos , Serviços Urbanos de Saúde/economia
12.
J Am Med Inform Assoc ; 16(2): 228-37, 2009.
Artigo em Inglês | MEDLINE | ID: mdl-19074301

RESUMO

OBJECTIVES: This study sought to investigate user interactions with an electronic health records (EHR) system by uncovering hidden navigational patterns in the EHR usage data automatically recorded as clinicians navigated through the system's software user interface (UI) to perform different clinical tasks. DESIGN: A homegrown EHR was adapted to allow real-time capture of comprehensive UI interaction events. These events, constituting time-stamped event sequences, were used to replay how the EHR was used in actual patient care settings. The study site is an ambulatory primary care clinic at an urban teaching hospital. Internal medicine residents were the primary EHR users. MEASUREMENTS: Computer-recorded event sequences reflecting the order in which different EHR features were sequentially accessed. METHODS: We apply sequential pattern analysis (SPA) and a first-order Markov chain model to uncover recurring UI navigational patterns. RESULTS: Of 17 main EHR features provided in the system, SPA identified 3 bundled features: "Assessment and Plan" and "Diagnosis," "Order" and "Medication," and "Order" and "Laboratory Test." Clinicians often accessed these paired features in a bundle together in a continuous sequence. The Markov chain analysis revealed a global navigational pathway, suggesting an overall sequential order of EHR feature accesses. "History of Present Illness" followed by "Social History" and then "Assessment and Plan" was identified as an example of such global navigational pathways commonly traversed by the EHR users. CONCLUSION: Users showed consistent UI navigational patterns, some of which were not anticipated by system designers or the clinic management. Awareness of such unanticipated patterns may help identify undesirable user behavior as well as reengineering opportunities for improving the system's usability.


Assuntos
Sistemas Computadorizados de Registros Médicos , Interface Usuário-Computador , Comportamento , Humanos , Cadeias de Markov , Reconhecimento Automatizado de Padrão , Probabilidade
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA