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1.
Am Heart J ; 266: 106-119, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37709108

RESUMO

BACKGROUND: Out-of-hospital cardiac arrest (OHCA) affects over 300,000 individuals per year in the United States with poor survival rates overall. A remarkable 5-fold difference in survival-to-hospital discharge rates exist across United States communities. METHODS: We conducted a study using qualitative research methods comparing the system of care across sites in Michigan communities with varying OHCA survival outcomes, as measured by return to spontaneous circulation with pulse upon emergency department arrival. RESULTS: Major themes distinguishing higher performing sites were (1) working as a team, (2) devoting resources to coordination across agencies, and (3) developing a continuous quality improvement culture. These themes spanned the chain of survival framework for OHCA. By examining the unique processes, procedures, and characteristics of higher- relative to lower-performing sites, we gleaned lessons learned that appear to distinguish higher performers. The higher performing sites reported being the most collaborative, due in part to facilitation of system integration by progressive leadership that is willing to build bridges among stakeholders. CONCLUSIONS: Based on the distinguishing features of higher performing sites, we provide recommendations for toolkit development to improve survival in prehospital systems of care for OHCA.


Assuntos
Reanimação Cardiopulmonar , Serviços Médicos de Emergência , Parada Cardíaca Extra-Hospitalar , Humanos , Estados Unidos/epidemiologia , Reanimação Cardiopulmonar/métodos , Parada Cardíaca Extra-Hospitalar/terapia , Melhoria de Qualidade , Serviço Hospitalar de Emergência
2.
J Med Internet Res ; 25: e49804, 2023 09 29.
Artigo em Inglês | MEDLINE | ID: mdl-37773609

RESUMO

BACKGROUND: The COVID-19 pandemic resulted in rapid changes in how patient care was provided, particularly through the expansion of telehealth and audio-only phone-based care. OBJECTIVE: The goal of this study was to evaluate inequities in video and audio-only care during various time points including the initial wave of the COVID-19 pandemic, later stages of the pandemic, and a historical control. We sought to understand the characteristics of care during this time for a variety of different groups of patients that may experience health care inequities. METHODS: We conducted a retrospective analysis of electronic health record (EHR) data from encounters from 34 family medicine and internal medicine primary care clinics in a large, Midwestern health system, using a repeated cross-sectional, observational study design. These data included patient demographic data, as well as encounter, diagnosis, and procedure records. Data were obtained for all in-person and telehealth encounters (including audio-only phone-based care) that occurred during 3 separate time periods: an initial COVID-19 period (T2: March 16, 2020, to May 3, 2020), a later COVID-19 period (T3: May 4, 2020, to September 30, 2020), and a historical control period from the previous year (T1: March 16, 2019, to September 30, 2019). Primary analysis focused on the status of each encounter in terms of whether it was completed as scheduled, it was canceled, or the patient missed the appointment. A secondary analysis was performed to evaluate the likelihood of an encounter being completed based on visit modality (phone, video, in-person). RESULTS: In total, there were 938,040 scheduled encounters during the 3 time periods, with 178,747 unique patients, that were included for analysis. Patients with completed encounters were more likely to be younger than 65 years old (71.8%-74.1%), be female (58.8%-61.8%), be White (75.6%-76.7%), and have no significant comorbidities (63.2%-66.8%) or disabilities (53.2%-61.1%) in all time periods than those who had only canceled or missed encounters. Effects on different subpopulations are discussed herein. CONCLUSIONS: Findings from this study demonstrate that primary care utilization across delivery modalities (in person, video, and phone) was not equivalent across all groups before and during the COVID-19 pandemic and different groups were differentially impacted at different points. Understanding how different groups of patients responded to these rapid changes and how health care inequities may have been affected is an important step in better understanding implementation strategies for digital solutions in the future.


Assuntos
Acessibilidade aos Serviços de Saúde , Atenção Primária à Saúde , Telemedicina , Idoso , Feminino , Humanos , COVID-19/epidemiologia , Estudos Transversais , Pandemias , Estudos Retrospectivos , Atenção à Saúde
3.
Ann Fam Med ; 20(3): 211-219, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35606122

RESUMO

PURPOSE: Researchers aimed to describe general practitioners' understanding of appropriate ultrasound use, to record actual scanning practices of early adopters in general practice, and to identify differences between attitudes and actual practice via a mixed methods analysis. METHODS: This study was part of a larger multistage mixed methods research framework exploring the use of ultrasound in general practice in Denmark. We used an exploratory sequential approach in the data collection with initial qualitative findings from an interview study applied to building a quantitative questionnaire utilized in a cohort study. In addition, we merged the qualitative and quantitative data using joint display analysis to compare and contrast the results from the 2 stages of the study. RESULTS: In the interviews, general practitioners described appropriate ultrasound use as point-of-care examinations with a clear purpose and limited to predefined specific conditions within delimited anatomic areas. They stated that general practitioners should receive formalized ultrasound training and be skilled in the examinations they perform. In the cohort study, general practitioners performed ultrasound examinations of anatomic areas with or without a defined clinical suspicion. Some performed ultrasound examinations for which they had no previous training or skills. CONCLUSIONS: We found a difference between the ideas about the appropriate uses for ultrasound in general practice and the actual use by early adopters in clinical practice. Our findings suggest a need for evidence-based guidelines to support general practitioners in choosing which examinations to perform and strategies for developing and maintaining scanning competency.


Assuntos
Clínicos Gerais , Estudos de Coortes , Dinamarca , Humanos , Atenção Primária à Saúde , Ultrassonografia
4.
Ann Fam Med ; 19(5): 388-395, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34546945

RESUMO

PURPOSE: Hearing loss (HL) is underdiagnosed and often unaddressed. A recent study of screening for HL using an electronic prompt showed efficacy in increasing appropriate referrals for subsequent testing. We build on the results of this study using a qualitative lens to explore implementation processes through the perspectives of family medicine clinicians. METHODS: We collected clinic observations and semistructured interviews of family medicine clinicians and residents who interacted with the HL prompt. All data were analyzed using thematic, framework, and mixed methods integration strategies. RESULTS: We interviewed 27 clinicians and conducted 10 observations. Thematic analysis resulted in 6 themes: (1) the prompt was overwhelmingly viewed as easy, simple to use, accurate; (2) clinicians considered prompt as an effective way to increase awareness and conversations with patients about HL; (3) clinician and staff buy-in played a vital role in implementation; (4) clinicians prioritized prompt during annual visits; (5) medical assistant involvement in prompt workflow varied by health system, clinic, and clinician; (6) prompt resulted in more conversations about HL, but uncertain impact on patient outcomes. Themes are presented alongside constructs of normalization process theory and intervention outcomes. CONCLUSION: Integration of a HL screening prompt into clinical practice varied by clinician buy-in and beliefs about the impact on patient outcomes, involvement of medical assistants, and prioritization during clinical visits. Further research is needed to understand how to leverage clinician and staff buy-in and whether implementation of a new clinical prompt has sustained impact on HL screening and patient outcomes.


Assuntos
Perda Auditiva , Medicina de Família e Comunidade , Perda Auditiva/diagnóstico , Humanos , Programas de Rastreamento , Atenção Primária à Saúde , Encaminhamento e Consulta
5.
BMC Health Serv Res ; 21(1): 577, 2021 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-34126980

RESUMO

BACKGROUND: To describe the ethical issues and experiences of scientists conducting mixed methods health services research and to advance empirical and conceptual discussion on ethical integrity in mixed methods health research. METHODS: The study was conducted with 64 scholars, faculty and consultants from the NIH-funded Mixed Methods Research Training Program (MMRTP) for the Health Sciences. This was a cross-sectional study. Survey results were analyzed using descriptive statistics to characterize responses and open coding to summarize strategies about eight ethical mixed methods research issues. Respondents completed an online survey to elicit experiences related to eight ethical issues (informed consent, confidentiality, data management, burden, safety, equitable recruitment, communication, and dissemination) and strategies for addressing them. RESULTS: Only about one-third of respondents thought their research ethics training helped them plan, conduct, or report mixed methods research. The most frequently occurring ethical issues were participant burden, dissemination and equitable recruitment (> 70% endorsement). Despite occurring frequently, < 50% of respondents rated each ethical issue as challenging. The most challenging ethical issues were related to managing participant burden, communication, and dissemination. Strategies reported to address ethical issues were largely not specific or unique to mixed methods with the exception of strategies to mitigate participant burden and, to a lesser degree, to facilitate equitable recruitment and promote dissemination of project results. CONCLUSIONS: Mixed methods health researchers reported encountering ethical issues often yet varying levels of difficulty and effectiveness in the strategies used to mitigate ethical issues. This study highlights some of the unique challenges faced by mixed methods researchers to plan for and appropriately respond to arising ethical issues such as managing participant burden and confidentiality across data sources and utilizing effective communication and dissemination strategies particularly when working with a multidisciplinary research team. As one of the first empirical studies to examine mixed methods research ethics, our findings highlight the need for greater attention to ethics in health services mixed methods research and training.


Assuntos
Confidencialidade , Ética em Pesquisa , Estudos Transversais , Pesquisa sobre Serviços de Saúde , Humanos , Consentimento Livre e Esclarecido
6.
Nurs Inq ; 28(2): e12393, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33332712

RESUMO

This methodological discussion invites critical reflection about the procedures used to analyze the contribution of qualitative and mixed methods research to nursing trials by mounting an argument that these should rest on multiple publications produced about a project, rather than a single article. We illustrate the value-added of this approach with findings from a qualitative, cross-case analysis of three critical case exemplars from nursing researchers that each used a qualitative approach with a mixed method phase. The holistic lens afforded by a case-based approach informs nursing inquiry by documenting that the critical case exemplars presented evidence of (a) a sustained commitment of resources and expertise for the qualitative methods that extended across more than one phase of the trial, (b) the impact of the qualitative methods on the trial or its aftermath, (c) deploying a theoretical or conceptual framework for a variety of purposes, and (d) integrating qualitative and quantitative data for purposes of extending explanatory power. Findings challenge the practice of linking purposes served by qualitative and mixed methods to a single trial phase.


Assuntos
Pesquisa Qualitativa , Revisões Sistemáticas como Assunto/métodos , Humanos
7.
Ann Emerg Med ; 76(4): 515-526, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-31959536

RESUMO

STUDY OBJECTIVE: We explore reproductive-aged women's acceptance of contraception counseling in the emergency department (ED). METHODS: This study is phase 1 of an exploratory sequential mixed methods study. We purposively interviewed 31 participants with the following criteria: black, white, or Latina race/ethnicity; nonpregnant; aged 15 to 44 years; receiving nonemergency care; not using highly effective contraception; and did not intend to become pregnant. We conducted semistructured interviews with a piloted interview guide until reaching thematic saturation. We coded transcripts with an iteratively developed codebook, maintaining intercoder agreement greater than 80%. Qualitative acceptance of ED contraception counseling was grouped into 3 categories: acceptable, unacceptable, and equivocal. We conducted a thematic text analysis to assess themes expressing support and concern for ED contraception counseling. Qualitative findings were stratified by age, race, and frequency of ED use. Using components of grounded theory, we developed a conceptual model. RESULTS: Most participants (81%) accepted ED contraception counseling. Themes expressing support and concern for ED contraception counseling included opportunity to address women's unmet contraception needs, contraception is within the scope of ED practice, the ED is a convenient setting with competent providers, contraception is a sensitive topic, and the ED may be an inappropriate setting for some women. Latina participants had lower acceptance of ED contraception counseling. Dominant subthemes varied slightly by race, age, and frequency of ED use. CONCLUSION: Diverse women had high acceptance of contraception counseling in the ED. Perspectives expressing both support and concern in regard to ED contraception counseling were explored in detail.


Assuntos
Comportamento Contraceptivo/psicologia , Anticoncepcionais/uso terapêutico , Aconselhamento/normas , Aceitação pelo Paciente de Cuidados de Saúde/psicologia , Adolescente , Adulto , Comportamento Contraceptivo/estatística & dados numéricos , Aconselhamento/métodos , Aconselhamento/estatística & dados numéricos , Serviço Hospitalar de Emergência/organização & administração , Serviço Hospitalar de Emergência/estatística & dados numéricos , Feminino , Humanos , Entrevistas como Assunto/métodos , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Pesquisa Qualitativa , Grupos Raciais/estatística & dados numéricos , Inquéritos e Questionários
8.
J Med Internet Res ; 22(8): e19882, 2020 08 11.
Artigo em Inglês | MEDLINE | ID: mdl-32780026

RESUMO

BACKGROUND: Hypertension is a prevalent and costly burden in the United States. Clinical pharmacists within care teams provide effective management of hypertension, as does home blood pressure monitoring; however, concerns about data quality and latency are widespread. One approach to close the gap between clinical pharmacist intervention and home blood pressure monitoring is the use of mobile health (mHealth) technology. OBJECTIVE: We sought to investigate the feasibility, acceptability, and preliminary effectiveness of BPTrack, a clinical pharmacist-led intervention that incorporates patient- and clinician-facing apps to make electronically collected, patient-generated data available to providers in real time for hypertension management. The patient app also included customizable daily medication reminders and educational messages. Additionally, this study sought to understand barriers to adoption and areas for improvement identified by key stakeholders, so more widespread use of such interventions may be achieved. METHODS: We conducted a mixed methods pilot study of BPTrack, to improve blood pressure control in patients with uncontrolled hypertension through a 12-week pre-post intervention. All patients were recruited from a primary care setting where they worked with a clinical pharmacist for hypertension management. Participants completed a baseline visit, then spent 12 weeks utilizing BPTrack before returning to the clinic for follow-up. Collected data from patient participants included surveys pre- and postintervention, clinical measures (for establishing effectiveness, with the primary outcome being a change in blood pressure and the secondary outcome being a change in medication adherence), utilization of the BPTrack app, interviews at follow-up, and chart review. We also conducted interviews with key stakeholders. RESULTS: A total of 15 patient participants were included (13 remained through follow-up for an 86.7% retention rate) in a single group, pre-post assessment pilot study. Data supported the hypothesis that BPTrack was feasible and acceptable for use by patient and provider participants and was effective at reducing patient blood pressure. At the 12-week follow-up, patients exhibited significant reductions in both systolic blood pressure (baseline mean 137.3 mm Hg, SD 11.1 mm Hg; follow-up mean 131.0 mm Hg, SD 9.9 mm Hg; P=.02) and diastolic blood pressure (baseline mean 89.4 mm Hg, SD 7.7 mm Hg; follow-up mean 82.5 mm Hg, SD 8.2 mm Hg; P<.001). On average, patients uploaded at least one blood pressure measurement on 75% (SD 25%) of study days. No improvements in medication adherence were noted. Interview data revealed areas of improvement and refinement for the patient experience. Furthermore, stakeholders require integration into the electronic health record and a modified clinical workflow for BPTrack to be truly useful; however, both patients and stakeholders perceived benefits of BPTrack when used within the context of a clinical relationship. CONCLUSIONS: Results demonstrate that a pharmacist-led mHealth intervention promoting home blood pressure monitoring and clinical pharmacist management of hypertension can be effective at reducing blood pressure in primary care patients with uncontrolled hypertension. Our data also support the feasibility and acceptability of these types of interventions for patients and providers. TRIAL REGISTRATION: ClinicalTrials.gov NCT02898584; https://clinicaltrials.gov/ct2/show/NCT02898584. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/resprot.8059.


Assuntos
Hipertensão/tratamento farmacológico , Farmacêuticos/normas , Telemedicina/métodos , Resultado do Tratamento , Estudos de Viabilidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Inquéritos e Questionários
9.
Circulation ; 138(2): 154-163, 2018 07 10.
Artigo em Inglês | MEDLINE | ID: mdl-29986959

RESUMO

BACKGROUND: In-hospital cardiac arrest (IHCA) is common, and outcomes vary substantially across US hospitals, but reasons for these differences are largely unknown. We set out to better understand how top-performing hospitals organize their resuscitation teams to achieve high survival rates for IHCA. METHODS: We calculated risk-standardized IHCA survival to discharge rates across American Heart Association Get With The Guidelines-Resuscitation registry hospitals between 2012 and 2014. We identified geographically and academically diverse hospitals in the top, middle, and bottom quartiles of survival for IHCA and performed a qualitative study that included site visits with in-depth interviews of clinical and administrative staff at 9 hospitals. With the use of thematic analysis, data were analyzed to identify salient themes of perceived performance by informants. RESULTS: Across 9 hospitals, we interviewed 158 individuals from multiple disciplines including physicians (17.1%), nurses (45.6%), other clinical staff (17.1%), and administration (20.3%). We identified 4 broad themes related to resuscitation teams: (1) team design, (2) team composition and roles, (3) communication and leadership during IHCA, and (4) training and education. Resuscitation teams at top-performing hospitals demonstrated the following features: dedicated or designated resuscitation teams; participation of diverse disciplines as team members during IHCA; clear roles and responsibilities of team members; better communication and leadership during IHCA; and in-depth mock codes. CONCLUSIONS: Resuscitation teams at hospitals with high IHCA survival differ from non-top-performing hospitals. Our findings suggest core elements of successful resuscitation teams that are associated with better outcomes and form the basis for future work to improve IHCA.


Assuntos
Serviço Hospitalar de Cardiologia/organização & administração , Reanimação Cardiopulmonar , Competência Clínica , Morte Súbita Cardíaca/prevenção & controle , Parada Cardíaca/terapia , Pacientes Internados , Equipe de Assistência ao Paciente/organização & administração , Serviço Hospitalar de Cardiologia/normas , Reanimação Cardiopulmonar/efeitos adversos , Reanimação Cardiopulmonar/mortalidade , Reanimação Cardiopulmonar/normas , Competência Clínica/normas , Comportamento Cooperativo , Parada Cardíaca/diagnóstico , Parada Cardíaca/mortalidade , Parada Cardíaca/fisiopatologia , Humanos , Capacitação em Serviço , Comunicação Interdisciplinar , Entrevistas como Assunto , Liderança , Equipe de Assistência ao Paciente/normas , Pesquisa Qualitativa , Indicadores de Qualidade em Assistência à Saúde , Resultado do Tratamento , Estados Unidos
10.
J Med Internet Res ; 21(11): e15459, 2019 11 27.
Artigo em Inglês | MEDLINE | ID: mdl-31774400

RESUMO

BACKGROUND: Attending to the wide range of communication behaviors that convey empathy is an important but often underemphasized concept to reduce errors in care, improve patient satisfaction, and improve cancer patient outcomes. A virtual human (VH)-based simulation, MPathic-VR, was developed to train health care providers in empathic communication with patients and in interprofessional settings and evaluated through a randomized controlled trial. OBJECTIVE: This mixed methods study aimed to investigate the differential effects of a VH-based simulation developed to train health care providers in empathic patient-provider and interprofessional communication. METHODS: We employed a mixed methods intervention design, involving a comparison of 2 quantitative measures-MPathic-VR-calculated scores and the objective structured clinical exam (OSCE) scores-with qualitative reflections by medical students about their experiences. This paper is a secondary, focused analysis of intervention arm data from the larger trial. Students at 3 medical schools in the United States (n=206) received simulation to improve empathic communication skills. We conducted analysis of variance, thematic text analysis, and merging mixed methods analysis. RESULTS: OSCE scores were significantly improved for learners in the intervention group (mean 0.806, SD 0.201) compared with the control group (mean 0.752, SD 0.198; F1,414=6.09; P=.01). Qualitative analysis revealed 3 major positive themes for the MPathic-VR group learners: gaining useful communication skills, learning awareness of nonverbal skills in addition to verbal skills, and feeling motivated to learn more about communication. Finally, the results of the mixed methods analysis indicated that most of the variation between high, middle, and lower performers was noted about nonverbal behaviors. Medium and high OSCE scorers most often commented on the importance of nonverbal communication. Themes of motivation to learn about communication were only present in middle and high scorers. CONCLUSIONS: VHs are a promising strategy for improving empathic communication in health care. Higher performers seemed most engaged to learn, particularly nonverbal skills.


Assuntos
Competência Clínica/normas , Comunicação não Verbal/fisiologia , Treinamento por Simulação/métodos , Estudantes de Medicina/psicologia , Comunicação , Feminino , Humanos , Masculino
11.
J Cardiovasc Nurs ; 34(5): 399-409, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31365440

RESUMO

BACKGROUND: Heart failure (HF) management requires the participation of patients, their significant others, and clinical providers. Each group may face barriers to HF management that may be unique or may overlap. OBJECTIVE: The aim of this study was to compare the barriers and facilitators of HF management as perceived by patients, significant others, and clinical providers. METHODS: Participants were recruited from a Veterans Health Administration facility. Eligible patients had a diagnosis of HF (ICD9 code 428.XX), 1 or more HF-related visit in the previous year, and a significant other who was their primary caregiver. Significant others were adults with no history of cognitive impairments caring for patients with HF. Providers were eligible if they cared for patients with HF. All participants completed semistructured interviews designed to elicit barriers to managing HF and strategies that they used to overcome these barriers. Interviews were transcribed and analyzed using latent thematic analysis, and recruitment continued until thematic saturation was attained. RESULTS: A total of 17 couples and 12 providers were recruited. All 3 groups identified poor communication as a key barrier to HF management, including communication between patients and their significant other, between couples and providers, and providers with each other. Significant others noted that the lack of direct communication with clinical providers hindered their efforts to care for the patient. All 3 groups emphasized the importance of family members in optimizing adherence to HF self-management recommendations. CONCLUSIONS: Providers, patients, and significant others all play important and distinct roles in the management of HF. Tools to enhance communication and collaboration for all 3 and supporting the needs of significant others are missing components of current HF care.


Assuntos
Gerenciamento Clínico , Insuficiência Cardíaca/terapia , Idoso , California , Cuidadores , Comunicação , Feminino , Conhecimentos, Atitudes e Prática em Saúde , Insuficiência Cardíaca/psicologia , Humanos , Relações Interpessoais , Entrevistas como Assunto , Masculino , Pessoa de Meia-Idade , Cooperação do Paciente , Relações Médico-Paciente , Autogestão , Cônjuges , Serviços de Saúde para Veteranos Militares
12.
J Med Internet Res ; 20(6): e231, 2018 06 29.
Artigo em Inglês | MEDLINE | ID: mdl-29959110

RESUMO

BACKGROUND: Qualitative research methods are increasingly being used across disciplines because of their ability to help investigators understand the perspectives of participants in their own words. However, qualitative analysis is a laborious and resource-intensive process. To achieve depth, researchers are limited to smaller sample sizes when analyzing text data. One potential method to address this concern is natural language processing (NLP). Qualitative text analysis involves researchers reading data, assigning code labels, and iteratively developing findings; NLP has the potential to automate part of this process. Unfortunately, little methodological research has been done to compare automatic coding using NLP techniques and qualitative coding, which is critical to establish the viability of NLP as a useful, rigorous analysis procedure. OBJECTIVE: The purpose of this study was to compare the utility of a traditional qualitative text analysis, an NLP analysis, and an augmented approach that combines qualitative and NLP methods. METHODS: We conducted a 2-arm cross-over experiment to compare qualitative and NLP approaches to analyze data generated through 2 text (short message service) message survey questions, one about prescription drugs and the other about police interactions, sent to youth aged 14-24 years. We randomly assigned a question to each of the 2 experienced qualitative analysis teams for independent coding and analysis before receiving NLP results. A third team separately conducted NLP analysis of the same 2 questions. We examined the results of our analyses to compare (1) the similarity of findings derived, (2) the quality of inferences generated, and (3) the time spent in analysis. RESULTS: The qualitative-only analysis for the drug question (n=58) yielded 4 major findings, whereas the NLP analysis yielded 3 findings that missed contextual elements. The qualitative and NLP-augmented analysis was the most comprehensive. For the police question (n=68), the qualitative-only analysis yielded 4 primary findings and the NLP-only analysis yielded 4 slightly different findings. Again, the augmented qualitative and NLP analysis was the most comprehensive and produced the highest quality inferences, increasing our depth of understanding (ie, details and frequencies). In terms of time, the NLP-only approach was quicker than the qualitative-only approach for the drug (120 vs 270 minutes) and police (40 vs 270 minutes) questions. An approach beginning with qualitative analysis followed by qualitative- or NLP-augmented analysis took longer time than that beginning with NLP for both drug (450 vs 240 minutes) and police (390 vs 220 minutes) questions. CONCLUSIONS: NLP provides both a foundation to code qualitatively more quickly and a method to validate qualitative findings. NLP methods were able to identify major themes found with traditional qualitative analysis but were not useful in identifying nuances. Traditional qualitative text analysis added important details and context.


Assuntos
Processamento de Linguagem Natural , Envio de Mensagens de Texto/instrumentação , Humanos
13.
Clin Trials ; 14(3): 246-254, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28135827

RESUMO

BACKGROUND: Adaptive clinical trials use accumulating data from enrolled subjects to alter trial conduct in pre-specified ways based on quantitative decision rules. In this research, we sought to characterize the perspectives of key stakeholders during the development process of confirmatory-phase adaptive clinical trials within an emergency clinical trials network and to build a model to guide future development of adaptive clinical trials. METHODS: We used an ethnographic, qualitative approach to evaluate key stakeholders' views about the adaptive clinical trial development process. Stakeholders participated in a series of multidisciplinary meetings during the development of five adaptive clinical trials and completed a Strengths-Weaknesses-Opportunities-Threats questionnaire. In the analysis, we elucidated overarching themes across the stakeholders' responses to develop a conceptual model. RESULTS: Four major overarching themes emerged during the analysis of stakeholders' responses to questioning: the perceived statistical complexity of adaptive clinical trials and the roles of collaboration, communication, and time during the development process. Frequent and open communication and collaboration were viewed by stakeholders as critical during the development process, as were the careful management of time and logistical issues related to the complexity of planning adaptive clinical trials. CONCLUSION: The Adaptive Design Development Model illustrates how statistical complexity, time, communication, and collaboration are moderating factors in the adaptive design development process. The intensity and iterative nature of this process underscores the need for funding mechanisms for the development of novel trial proposals in academic settings.


Assuntos
Ensaios Clínicos Adaptados como Assunto/métodos , Pesquisa Biomédica/métodos , Projetos de Pesquisa , Comunicação , Comportamento Cooperativo , Humanos , Modelos Estatísticos , Pesquisa Qualitativa , Inquéritos e Questionários
14.
Ann Fam Med ; 14(1): 70-5, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26755786

RESUMO

PURPOSE: When recruiting health care professionals to focus group interviews, investigators encounter challenges such as busy clinic schedules, recruitment, and a desire to get candid responses from diverse participants. We sought to overcome these challenges using an innovative, office-based, split-session focus group procedure in a project that elicited feedback from family medicine practices regarding a new preventive services model. This procedure entails allocating a portion of time to the entire group and the remaining time to individual subgroups. We discuss the methodologic procedure and the implications of using this approach for data collection. METHODS: We conducted split-session focus groups with physicians and staff in 4 primary care practices. The procedure entailed 3 sessions, each lasting 30 minutes: the moderator interviewed physicians and staff together, physicians alone, and staff alone. As part of the focus group interview, we elicited and analyzed participant comments about the split-session format and collected observational field notes. RESULTS: The split-session focus group interviews leveraged the naturalistic setting of the office for context-relevant discussion. We tested alternate formats that began in the morning and at lunchtime, to parallel each practice's workflow. The split-session approach facilitated discussion of topics primarily relevant to staff among staff, topics primarily relevant to physicians among physicians, and topics common to all among all. Qualitative feedback on this approach was uniformly positive. CONCLUSION: A split-session focus group interview provides an efficient, effective way to elicit candid qualitative information from all members of a primary care practice in the naturalistic setting where they work.


Assuntos
Medicina de Família e Comunidade , Grupos Focais/métodos , Pessoal de Saúde/psicologia , Pesquisa Qualitativa , Local de Trabalho/psicologia , Atitude do Pessoal de Saúde , Humanos , Atenção Primária à Saúde
15.
Brain Inj ; 30(4): 422-436, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26910611

RESUMO

OBJECTIVE: The researchers explored the return-to-work experiences of five adults with severe traumatic brain injuries (TBIs) and those associated with them by performing a qualitative, multiple case study investigation involving in-depth, semi-structured interviews. Selection of this qualitative methodology allowed for personal, individualized accounts of adults with TBI returning to work. Specifically, this methodology promoted accurate representation of the idiosyncratic nature of each participant's experiences. METHODS: The researchers asked individuals to participate based on the diversity of their vocational experiences following TBI. RESULTS: Four of the five participants had returned to their pre-injury jobs. Two were subsequently fired and, at the time of research participation, were unemployed. One participant never returned to paid employment; however, he had held two volunteer positions for several years post-injury. Salient content from interview transcripts allowed for the identification of five to eight themes pertinent to each case. CONCLUSIONS: Interpretation of the themes led to three main conjectures about return-to-work experiences following TBI: (a) job satisfaction may relate more to involvement in productive activities than monetary compensation; (b) adults with TBI can be successful in holding and maintaining positions with high cognitive demands; and


Assuntos
Lesões Encefálicas/psicologia , Lesões Encefálicas/reabilitação , Emprego , Reabilitação Vocacional , Retorno ao Trabalho/psicologia , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pesquisa Qualitativa , Resultado do Tratamento
16.
Ann Fam Med ; 13(6): 554-61, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26553895

RESUMO

PURPOSE: Mixed methods research is becoming an important methodology to investigate complex health-related topics, yet the meaningful integration of qualitative and quantitative data remains elusive and needs further development. A promising innovation to facilitate integration is the use of visual joint displays that bring data together visually to draw out new insights. The purpose of this study was to identify exemplar joint displays by analyzing the various types of joint displays being used in published articles. METHODS: We searched for empirical articles that included joint displays in 3 journals that publish state-of-the-art mixed methods research. We analyzed each of 19 identified joint displays to extract the type of display, mixed methods design, purpose, rationale, qualitative and quantitative data sources, integration approaches, and analytic strategies. Our analysis focused on what each display communicated and its representation of mixed methods analysis. RESULTS: The most prevalent types of joint displays were statistics-by-themes and side-by-side comparisons. Innovative joint displays connected findings to theoretical frameworks or recommendations. Researchers used joint displays for convergent, explanatory sequential, exploratory sequential, and intervention designs. We identified exemplars for each of these designs by analyzing the inferences gained through using the joint display. Exemplars represented mixed methods integration, presented integrated results, and yielded new insights. CONCLUSIONS: Joint displays appear to provide a structure to discuss the integrated analysis and assist both researchers and readers in understanding how mixed methods provides new insights. We encourage researchers to use joint displays to integrate and represent mixed methods analysis and discuss their value.


Assuntos
Recursos Audiovisuais , Pesquisa Biomédica/métodos , Pesquisa Qualitativa , Projetos de Pesquisa , Estatística como Assunto , Publicações Periódicas como Assunto
17.
BMJ Qual Saf ; 33(7): 470-478, 2024 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-38575310

RESUMO

Mixed methods research is a popular approach used to understand persistent and complex problems related to quality and safety, such as reasons why interventions are not implemented as intended or explaining differential outcomes. However, the quality and rigour of mixed methods research proposals and publications often miss opportunities for integration, which is the core of mixed methods. Achieving integration remains challenging, and failing to integrate reduces the benefits of a mixed methods approach. Therefore, the purpose of this article is to guide quality and safety researchers in planning and designing a mixed methods study that facilitates integration. We highlight how meaningful integration in mixed methods research can be achieved by centring integration at the following levels: research question, design, methods, results and reporting and interpretation levels. A holistic view of integration through all these levels will enable researchers to provide better answers to complex problems and thereby contribute to improvement of safety and quality of care.


Assuntos
Projetos de Pesquisa , Humanos , Segurança do Paciente , Pesquisa sobre Serviços de Saúde , Qualidade da Assistência à Saúde
18.
J Mix Methods Res ; 18(1): 14-30, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38344136

RESUMO

Integrating philosophical or paradigmatic dimensions in mixed methods research studies facilitates the development of stronger meta-inferences. The transformative paradigm and the explanatory sequential mixed methods design share a focus on developing sampling criteria, but with different priorities. This article contributes to the field of mixed methods research by presenting a method of integrating transformative sampling considerations in explanatory sequential designs through a participant selection joint display. The approach presented addresses concerns regarding transparency of research decisions in mixed methods studies, while providing a method of centering the transformative paradigm in mixed methods integration procedures.

19.
Cancer Med ; 13(6): e7106, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38506249

RESUMO

INTRODUCTION: Many febrile neutropenia (FN) episodes are low risk (LR) for severe outcomes and can safely receive less aggressive management and early hospital discharge. Validated risk tools are recommended by the Children's Oncology Group to identify LR FN episodes. However, the complex dynamics of early hospital discharge and burdens faced by caregivers associated with the FN episode have been inadequately described. METHODS: An adapted quality-of-life (QoL) survey instrument was administered by a convergent mixed methods design; qualitative and quantitative data from two sources, the medical record and the mixed methods survey instrument, were independently analyzed prior to linkage and integration. Code book was informed by conceptual framework; open coding was used. Mixed methods analysis used joint display of results to determine meta-inferences. RESULTS: Twenty-eight patient-caregiver dyads participated with a response rate of 87%. Of the 27 FN episodes, 51.8% (14/27) were LR and 40.7% (11/27) had an early hospital discharge. The LR and early hospital discharge groups had higher mean QoL scores comparatively. Meta-inferences are reciprocal influencers and expand the complex situation; FN negatively affects the entire family, and the benefits of hospital management were outweighed by risks and worsened symptoms, so an individualized approach to management and care at home was preferred. CONCLUSION: Early discharge of LR FN episodes positively impacts QoL, yet risk-stratified management for FN is intricately complex. Optimal FN management should prioritize the patient's overall health; shared decision-making is recommended and can improve care delivery. These results should be confirmed in a larger, more heterogeneous population.


Assuntos
Neutropenia Febril , Neoplasias , Criança , Humanos , Qualidade de Vida , Alta do Paciente , Hospitais , Neutropenia Febril/etiologia , Neutropenia Febril/terapia , Neoplasias/complicações
20.
Ethics Hum Res ; 46(1): 2-13, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38240398

RESUMO

The nature of the review of local context by institutional review boards (IRBs) is vague. Requirements for single IRB review of multicenter trials create a need to better understand interpretation and implementation of local-context review and how to best implement such reviews centrally. We sought a pragmatic understanding of IRB local-context review by exploring stakeholders' attitudes and perceptions. Semistructured interviews with 26 IRB members and staff members, institutional officials, and investigators were integrated with 80 surveys of similar stakeholders and analyzed with qualitative theme-based text analysis and descriptive statistical analysis. Stakeholders described what they considered to be local context, the value of local-context review, and key processes used to implement review of local context in general and for emergency research conducted with an exception from informed consent. Concerns and potential advantages of centralized review of local context were expressed. Variability in perspectives suggests that local-context review is not a discrete process, which presents opportunities for defining pathways for single IRB review.


Assuntos
Comitês de Ética em Pesquisa , Consentimento Livre e Esclarecido , Humanos , Inquéritos e Questionários , Projetos de Pesquisa , Atitude
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