1
|
LeBaron V, Boukhechba M, Edwards J, Flickinger T, Ling D, Barnes LE. Exploring the use of wearable sensors and natural language processing technology to improve patient-clinician communication: Protocol for a feasibility study (Preprint). JMIR Res Protoc 2022; 11:e37975. [PMID: 35594139 PMCID: PMC9166632 DOI: 10.2196/37975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 03/24/2022] [Accepted: 03/30/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Virginia LeBaron
- School of Nursing, University of Virginia, Charlottesville, VA, United States
| | - Mehdi Boukhechba
- School of Engineering & Applied Science, University of Virginia, Charlottesville, VA, United States
| | - James Edwards
- School of Nursing, University of Virginia, Charlottesville, VA, United States
| | - Tabor Flickinger
- School of Medicine, University of Virginia, Charlottesville, VA, United States
| | - David Ling
- School of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Laura E Barnes
- School of Engineering & Applied Science, University of Virginia, Charlottesville, VA, United States
| |
Collapse
|
2
|
Stein D, Cannity K, Weiner R, Hichenberg S, Leon-Nastasi A, Banerjee S, Parker P. General and Unique Communication Skills Challenges for Advanced Practice Providers: A Mixed-Methods Study. J Adv Pract Oncol 2022; 13:32-43. [PMID: 35173987 PMCID: PMC8805804 DOI: 10.6004/jadpro.2022.13.1.3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
AIMS Advanced practice providers are a rapidly growing sector of the health-care field. Despite their relatively new place in the medical establishment, these providers are held to high standards of education, practice, and communication skills. However, the communication needs of these practitioners are somewhat different than those of nurses or physicians. These skills are even more necessary in specialized fields where providers frequently are involved in discussions of prognosis, goals of care, and end of life. DESIGN This was a mixed-methods study. METHODS We completed a needs assessment of communication skills for advanced practice providers at a large cancer center in the northeastern United States from June to July 2017. RESULTS Participants were confident in their skills across several areas of communication, but also endorsed the need for communication skills training, particularly for challenging interactions with patients and families. Advanced practice providers described many challenges similar to those descried by other health-care providers, including general communication skills problems, navigating team dynamics, and goals-of-care planning. However, participants also endorsed communication skills needs specific to their field, including certain patient-centered challenges, perceived/real limitations of their role, serving as the "middleman," and understanding the advanced practice provider's role. CONCLUSION Given the general and unique communication challenges advanced practice providers in oncology face, we conclude with recommendations for further institutional and educational changes to better address these needs.
Collapse
Affiliation(s)
- Deborah Stein
- From Memorial Sloan Kettering Cancer Center, New York, New York
| | | | | | | | | | - Smita Banerjee
- From Memorial Sloan Kettering Cancer Center, New York, New York
| | - Patricia Parker
- From Memorial Sloan Kettering Cancer Center, New York, New York
| |
Collapse
|
3
|
Park J, Jindal A, Kuo P, Tanana M, Lafata JE, Tai-Seale M, Atkins DC, Imel ZE, Smyth P. Automated rating of patient and physician emotion in primary care visits. PATIENT EDUCATION AND COUNSELING 2021; 104:2098-2105. [PMID: 33468364 DOI: 10.1016/j.pec.2021.01.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 01/03/2021] [Accepted: 01/04/2021] [Indexed: 06/12/2023]
Abstract
OBJECTIVE Train machine learning models that automatically predict emotional valence of patient and physician in primary care visits. METHODS Using transcripts from 353 primary care office visits with 350 patients and 84 physicians (Cook, 2002 [1], Tai-Seale et al., 2015 [2]), we developed two machine learning models (a recurrent neural network with a hierarchical structure and a logistic regression classifier) to recognize the emotional valence (positive, negative, neutral) (Posner et al., 2005 [3]) of each utterance. We examined the agreement of human-generated ratings of emotional valence with machine learning model ratings of emotion. RESULTS The agreement of emotion ratings from the recurrent neural network model with human ratings was comparable to that of human-human inter-rater agreement. The weighted-average of the correlation coefficients for the recurrent neural network model with human raters was 0.60, and the human rater agreement was also 0.60. CONCLUSIONS The recurrent neural network model predicted the emotional valence of patients and physicians in primary care visits with similar reliability as human raters. PRACTICE IMPLICATIONS As the first machine learning-based evaluation of emotion recognition in primary care visit conversations, our work provides valuable baselines for future applications that might help monitor patient emotional signals, supporting physicians in empathic communication, or examining the role of emotion in patient-centered care.
Collapse
Affiliation(s)
- Jihyun Park
- Department of Computer Science, University of California, Irvine, USA; Apple Inc., Cupertino, USA.
| | - Abhishek Jindal
- Department of Computer Science, University of California, Irvine, USA; Hewlett Packard Enterprise, San Jose, USA
| | - Patty Kuo
- Department of Educational Psychology, University of Utah, Salt Lake City, USA
| | - Michael Tanana
- Social Research Institute, University of Utah, Salt Lake City, USA
| | - Jennifer Elston Lafata
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, USA; Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit, USA
| | - Ming Tai-Seale
- Department of Family Medicine and Public Health, University of California, San Diego, USA
| | - David C Atkins
- Department of Psychiatry and Behavioral Science, University of Washington, Seattle, USA
| | - Zac E Imel
- Department of Educational Psychology, University of Utah, Salt Lake City, USA.
| | - Padhraic Smyth
- Department of Computer Science, University of California, Irvine, USA.
| |
Collapse
|
4
|
Palmer Kelly E, Tsilimigras DI, Hyer JM, Pawlik TM. Understanding the use of attachment theory applied to the patient-provider relationship in cancer care: Recommendations for future research and clinical practice. Surg Oncol 2019; 31:101-110. [PMID: 31622916 DOI: 10.1016/j.suronc.2019.10.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 08/28/2019] [Accepted: 10/04/2019] [Indexed: 11/17/2022]
Abstract
Patient attachment styles may inform how patients react differently to the stress of being diagnosed with cancer, as well as how patients may desire to interact and be supported by their provider. The objectives of this study were two-fold: 1) to conduct a systematic scoping review to clarify how attachment theory is utilized and applied within the current body of research on the patient-provider relationship within cancer care, and 2) add to the existing body of literature by introducing an integrated model of patient attachment styles and patient-provider relationships for use in clinical and scholarly work. A systematic search of multiple databases including PubMed, Google Scholar, PsychInfo, and WorldCat was conducted using variations and combinations of keywords related to patient-provider relationship, attachment style, and cancer. The nine studies included in the review were published from 2011 to 2019. The majority of studies had participant samples with multiple cancer diagnoses (n = 5) and examined attachment as an independent or predictor variable (n = 6). Results suggest that a secure attachment was predictive of a better working alliance, more perceived support, less general distress, higher levels of trust and satisfaction with healthcare providers when compared to patients with an insecure attachment style. Data from the current review suggest that using an attachment theory framework can improve the understanding of the patient-provider relationship. We propose a conceptual model that aligns patient attachment style and patient-provider relationship types to be utilized in clinical practice in future research to tailor patient-centered cancer care.
Collapse
Affiliation(s)
| | | | - J Madison Hyer
- Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA.
| |
Collapse
|
5
|
Feliciano J, Chang A, Venkatraman D, Brooks S, Zagaja C, Ettinger D, Hann C, Naidoo J, Voong R, Hales R, Turner M, Peterson V, Bodurtha J. Lung cancer and family-centered concerns. Support Care Cancer 2019; 28:497-505. [PMID: 31065838 DOI: 10.1007/s00520-019-04839-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Accepted: 04/24/2019] [Indexed: 12/19/2022]
Abstract
BACKGROUND Genetic and environmental interactions predispose certain groups to lung cancer, including families. Families or caregiving units experience the disease interdependently. We have previously evaluated the concerns and preferences of patients in addressing the lung cancer experience and cancer risks in their families. This qualitative study evaluates the concerns and preferences of family members and caregivers of patients with lung cancer in the lung cancer experience and familial cancer risks. METHODS We held focus groups to discuss the format and timing of addressing these preferences and concerns. Qualitative data generated was analyzed using a grounded theory approach. RESULTS Five focus groups totaling 19 participants were conducted. Seven themes were identified: (1) journey to lung cancer diagnosis has core dimensions for patient and family, (2) importance of communication between patients, families, and providers, (3) challenges for caregivers and family, (4) mixed perceptions of lung cancer causation among relatives, (5) discussion of cancer risk with relatives has complex dynamics, (6) impact of diagnosis on family health behaviors and screening, (7) role of genetic counseling. CONCLUSIONS Family members of patients with lung cancer are interested in discussing risk factors, prevention, and diagnoses and also would like access to other supportive services do learn about and cope with some of the stresses and barriers they experience in the family lung cancer journey. The diagnosis represents a potential teachable moment with the opportunity to reduce the risk of LC development or improve early detection in LC patient's family members.
Collapse
Affiliation(s)
- Josephine Feliciano
- Johns Hopkins Sidney Kimmel Cancer Center at Bayview, 301 Mason Lord Drive, Suite 4500, Baltimore, MD, 21224, USA.
| | - Alexander Chang
- Johns Hopkins University, 3400 North Charles Street, Baltimore, 21218, USA
| | - Deepti Venkatraman
- Johns Hopkins Bloomberg School of Public Health, 615 North Wolfe Street, Baltimore, MD, 21205, USA
| | - Samara Brooks
- Johns Hopkins Bloomberg School of Public Health, 615 North Wolfe Street, Baltimore, MD, 21205, USA
| | - Ciara Zagaja
- Johns Hopkins Bloomberg School of Public Health, 615 North Wolfe Street, Baltimore, MD, 21205, USA
| | - David Ettinger
- Johns Hopkins Sidney Kimmel Cancer Center at Bayview, 301 Mason Lord Drive, Suite 4500, Baltimore, MD, 21224, USA
| | - Christine Hann
- Johns Hopkins Sidney Kimmel Cancer Center at Bayview, 301 Mason Lord Drive, Suite 4500, Baltimore, MD, 21224, USA
| | - Jarushka Naidoo
- Johns Hopkins Sidney Kimmel Cancer Center at Bayview, 301 Mason Lord Drive, Suite 4500, Baltimore, MD, 21224, USA
| | - Ranh Voong
- Johns Hopkins Department of Radiation Oncology, 401 North Broadway, Baltimore, MD, 21287, USA
| | - Russell Hales
- Johns Hopkins McKusick-Nathans Institute of Genetic Medicine, 600 North Wolfe Street, Baltimore, MD, 21287, USA
| | - Michelle Turner
- Johns Hopkins Sidney Kimmel Cancer Center at Bayview, 301 Mason Lord Drive, Suite 4500, Baltimore, MD, 21224, USA
| | - Valerie Peterson
- Johns Hopkins Sidney Kimmel Cancer Center at Bayview, 301 Mason Lord Drive, Suite 4500, Baltimore, MD, 21224, USA
| | - Joann Bodurtha
- Johns Hopkins McKusick-Nathans Institute of Genetic Medicine, 600 North Wolfe Street, Baltimore, MD, 21287, USA
| |
Collapse
|
6
|
Street RL, Spears E, Madrid S, Mazor KM. Cancer survivors' experiences with breakdowns in patient‐centered communication. Psychooncology 2018; 28:423-429. [DOI: 10.1002/pon.4963] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Revised: 11/16/2018] [Accepted: 11/30/2018] [Indexed: 12/11/2022]
Affiliation(s)
- Richard L. Street
- Department of CommunicationTexas A&M University College Station Texas USA
- Department of CommunicationBaylor College of Medicine Houston Texas USA
| | - Erica Spears
- Transdisciplinary Center for Health Equity ResearchTexas A&M University College Station Texas USA
| | - Sarah Madrid
- Institute for Health ResearchKaiser Permanente Colorado Denver Colorado USA
| | - Kathleen M. Mazor
- Meyers Primary Care Institute, University of Massachusetts Medical School, Reliant Medical Group and Fallon Health Worcester Massachusetts USA
| |
Collapse
|
7
|
McFarland DC, Johnson Shen M, Holcombe RF. Predictors of Satisfaction With Doctor and Nurse Communication: A National Study. HEALTH COMMUNICATION 2017; 32:1217-1224. [PMID: 27612390 DOI: 10.1080/10410236.2016.1215001] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Prior research indicates that effective communication between medical providers and patients is associated with a number of positive patient outcomes, yet little research has examined how ecological factors (e.g., hospital size, local demographics) influence patients' reported satisfaction with doctor and nurse communication. Given the current emphasis on improving patient satisfaction in hospitals across the United States, understanding these factors is critical to interpreting patient satisfaction and improving patient-centered communication, particularly in diverse and dense populations. As such, this study examined county-level data including population density, population diversity, and hospital structural factors as predictors of patient satisfaction with doctor and nurse communication. Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS), U.S. Census data, and number of hospital beds were obtained from publicly available Hospital Compare, U.S. Census, and American Hospital Directory websites, respectively. Multivariate regression modeling was performed for the individual dimensions of HCAHPS scores assessing doctor and nurse communication. Standardized partial regression coefficients were used to assess strengths of county-level predictors. County-level factors accounted for 30% and 16% of variability in patient satisfaction with doctor and nurse communication, respectively. College education (β = 0.45) and White ethnicity (β = 0.25) most strongly predicted a favorable rating of doctor and nurse communication, respectively. Primary language (non-English speaking; β = -0.50) most strongly predicted an unfavorable rating of doctor communication, while number of hospital beds (β = -0.16) and foreign-born (β = -0.16) most strongly predicted an unfavorable rating of nurse communication. County-level predictors should be considered when interpreting patient satisfaction with doctor and nurse communication and designing multilevel patient-centered communication improvement strategies. Discordant findings with individual-level factors should be explored further.
Collapse
Affiliation(s)
- Daniel C McFarland
- a Department of Medicine, Division of Network Services , Memorial Sloan Kettering Cancer Center
| | | | - Randall F Holcombe
- c Division of Hematology/Oncology , Icahn School of Medicine at Mount Sinai
| |
Collapse
|
8
|
Abstract
PURPOSE/AIMS The key worker role in cancer services was established in England to improve the continuity of care for patients. We examined how the role has been implemented by clinical nurse specialists and how both cancer patients and nursing staff viewed its effectiveness to inform debate about the transfer of patients between clinical nurse specialists during cancer care. DESIGN This study was questionnaire based, with separate surveys developed for patients and staff. METHOD The questionnaires explored issues including implementation of the key worker role, modifications to it, and where the role was felt to have most impact. The questionnaires were completed by 101 staff members and 46 patients. The data were analyzed descriptively. RESULTS Perspectives on the key worker role differed between nursing staff respondents and patient respondents. Overall, patient respondents were very positive, whereas staff respondents were less so. The following is a key difference related to patient handover: 71% of patient respondents wanted the same key worker throughout their treatment, but only 28% of staff respondents did. Staff respondents wanted more training to clarify the role. CONCLUSION Continuity of care through an assigned key worker was highly valued by patients. Successful implementation could be better achieved through improved communication with both nursing staff and allied health professions. Where possible, cancer patients should be assigned a dedicated key worker at initial diagnosis.
Collapse
|
9
|
Winner M, Wilson A, Yahanda A, Gani F, Pawlik TM. Cancer surgeons' attitudes and practices about discussing the chance of operative “cure”. Surgery 2016; 160:1619-1627. [DOI: 10.1016/j.surg.2016.06.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2016] [Revised: 06/09/2016] [Accepted: 06/11/2016] [Indexed: 01/10/2023]
|
10
|
Winner M, Wilson A, Yahanda A, Kim Y, Pawlik TM. A cross-sectional study of patient and provider perception of "cure" as a goal of cancer surgery. J Surg Oncol 2016; 114:677-683. [PMID: 27696412 DOI: 10.1002/jso.24401] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 06/20/2016] [Indexed: 11/09/2022]
Abstract
BACKGROUND AND OBJECTIVE Patients with advanced cancer often misperceive the purpose and likely effectiveness of cancer treatments. The aim of this study was to characterize patient and provider perceptions in the setting of surgery for potentially curable cancer. METHODS One hundred and six patient-surgeon dyads were surveyed about their expectations for upcoming surgery. Items scored using a Likert scale were compared using the Wilcoxon signed-rank test. RESULTS Patients and surgeons reported excellent communication and shared decision-making. Patients more often than surgeons perceived that surgery was "Likely" or "Very Likely" to cure their cancer (86.0% vs. 72.0%, P = 0.011), extend their lives (94.0% vs. 82.0%, P = 0.007), and relieve cancer-related symptoms (65.0% vs. 35.0%, P < 0.001). Patients less often felt that surgery would be associated with complications (33.0% vs. 48.0%, P = 0.016). Over half (53.9%) of patients believed that they were more likely to experience surgical cancer cure compared with someone else with the same diagnosis while 70.8% of surgeons declared a patient's relative chances of surgical cure "the same." CONCLUSIONS Patients with resectable lung and gastrointestinal cancers have more optimistic perceptions about the outcomes of an upcoming surgery than their surgeons, even in a setting of good communication and shared decision-making. J. Surg. Oncol. 2016;114:677-683. © 2016 Wiley Periodicals, Inc.
Collapse
Affiliation(s)
- Megan Winner
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ana Wilson
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Alexander Yahanda
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Yuhree Kim
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Timothy M Pawlik
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| |
Collapse
|
11
|
Stub T, Quandt SA, Arcury TA, Sandberg JC, Kristoffersen AE, Musial F, Salamonsen A. Perception of risk and communication among conventional and complementary health care providers involving cancer patients' use of complementary therapies: a literature review. BMC COMPLEMENTARY AND ALTERNATIVE MEDICINE 2016; 16:353. [PMID: 27609097 PMCID: PMC5016861 DOI: 10.1186/s12906-016-1326-3] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2015] [Accepted: 08/25/2016] [Indexed: 11/10/2022]
Abstract
BACKGROUND Communication between different health care providers (conventional and complementary) and cancer patients about their use of complementary therapies affects the health and safety of the patients. The aim of this study was to examine the qualitative research literature on the perception of and communication about the risk of complementary therapies between different health care providers and cancer patients. METHODS Systematic searches in six medical databases covering literature from 2000 to 2015 were performed. The studies were accessed according to the level of evidence and summarized into different risk situations. Qualitative content analysis was used to analyze the text data, and the codes were defined before and during the data analysis. RESULTS Twenty-nine papers were included in the primary analysis and five main themes were identified and discussed. The main risk situations identified were 1. Differences in treatment concepts and philosophical values among complementary and conventional health care providers. 2. Adverse effects from complementary products and herbs due to their contamination/toxicity and interactions with conventional cancer treatment. 3. Health care physicians and oncologists find it difficult to recommend many complementary modalities due to the lack of scientific evidence for their effect. 4. Lack of knowledge and information about complementary and conventional cancer treatments among different health care providers. CONCLUSION The risk of consuming herbs and products containing high level of toxins is a considerable threat to patient safety (direct risk). At the same time, the lack of scientific evidence of effect for many complementary therapies and differences in treatment philosophy among complementary and conventional health care providers potentially hinder effective communication about these threats with mutual patients (indirect risk). As such, indirect risk may pose an additional risk to patients who want to combine complementary therapies with conventional treatment in cancer care. Health care providers who care for cancer patients should be aware of these risks.
Collapse
Affiliation(s)
- Trine Stub
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Division of Public Health Sciences, Winston-Salem, NC 27157 USA
- Department of Family and Community Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
- Present address: Department of Community Medicine, The National Research Center in Complementary and Alternative Medicine (NAFKAM), UiT The Arctic University of Norway, Tromsø, Norway
| | - Sara A. Quandt
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Division of Public Health Sciences, Winston-Salem, NC 27157 USA
| | - Thomas A. Arcury
- Department of Family and Community Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Joanne C. Sandberg
- Department of Family and Community Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27157 USA
| | - Agnete E. Kristoffersen
- Department of Community Medicine, The National Research Center in Complementary and Alternative Medicine (NAFKAM), UiT The Arctic University of Norway, Tromsø, Norway
| | - Frauke Musial
- Department of Community Medicine, The National Research Center in Complementary and Alternative Medicine (NAFKAM), UiT The Arctic University of Norway, Tromsø, Norway
| | - Anita Salamonsen
- Department of Community Medicine, The National Research Center in Complementary and Alternative Medicine (NAFKAM), UiT The Arctic University of Norway, Tromsø, Norway
| |
Collapse
|
12
|
Mazor KM, Street RL, Sue VM, Williams AE, Rabin BA, Arora NK. Assessing patients' experiences with communication across the cancer care continuum. PATIENT EDUCATION AND COUNSELING 2016; 99:1343-8. [PMID: 26979476 PMCID: PMC4931971 DOI: 10.1016/j.pec.2016.03.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Revised: 02/26/2016] [Accepted: 03/04/2016] [Indexed: 05/08/2023]
Abstract
OBJECTIVE To evaluate the relevance, performance and potential usefulness of the Patient Assessment of cancer Communication Experiences (PACE) items. METHODS Items focusing on specific communication goals related to exchanging information, fostering healing relationships, responding to emotions, making decisions, enabling self-management, and managing uncertainty were tested via a retrospective, cross-sectional survey of adults who had been diagnosed with cancer. Analyses examined response frequencies, inter-item correlations, and coefficient alpha. RESULTS A total of 366 adults were included in the analyses. Relatively few selected Does Not Apply, suggesting that items tap relevant communication experiences. Ratings of whether specific communication goals were achieved were strongly correlated with overall ratings of communication, suggesting item content reflects important aspects of communication. Coefficient alpha was ≥.90 for each item set, indicating excellent reliability. Variations in the percentage of respondents selecting the most positive response across items suggest results can identify strengths and weaknesses. CONCLUSION The PACE items tap relevant, important aspects of communication during cancer care, and may be useful to cancer care teams desiring detailed feedback. PRACTICE IMPLICATIONS The PACE is a new tool for eliciting patients' perspectives on communication during cancer care. It is freely available online for practitioners, researchers and others.
Collapse
Affiliation(s)
- Kathleen M Mazor
- Meyers Primary Care Institute, 630 Plantation Street, Worcester, MA 01605, USA.
| | - Richard L Street
- Department of Communication, Texas A&M University, 456 Ross Street, College Station, TX 77843, USA.
| | - Valerie M Sue
- Kaiser Permanente, 300 Lakeside Drive, Oakland, CA 94612, USA.
| | - Andrew E Williams
- Maine Medical Center Research Institute, 81 Research Drive, Scarborough, ME 04074, USA.
| | - Borsika A Rabin
- Department of Family Medicine, University of Colorado-Denver, 13001 E 17th Place, Aurora, CO 80045, USA.
| | - Neeraj K Arora
- Patient-Centered Research Outcomes (PCORI) Research Branch, 1828L Street NW #900, Washington, DC 20036, USA.
| |
Collapse
|
13
|
Trends in cancer survivors' experience of patient-centered communication: results from the Health Information National Trends Survey (HINTS). J Cancer Surviv 2016; 10:1067-1077. [PMID: 27193357 DOI: 10.1007/s11764-016-0550-7] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2015] [Accepted: 05/03/2016] [Indexed: 10/21/2022]
Abstract
PURPOSE Two Institute of Medicine reports almost a decade apart suggest that cancer survivors often feel "lost in transition" and experience suboptimal quality of care. The six core functions of patient-centered communication: managing uncertainty, responding to emotions, making decisions, fostering healing relationships, enabling self-management, and exchanging information, represent a central aspect of survivors' care experience that has not been systematically investigated. METHODS Nationally representative data from four administrations of the Health Information National Trends Survey (HINTS) was merged with combined replicate weights using the jackknife replication method. Linear and logistic regression models were used to assess (1) characteristics of cancer survivors (N = 1794) who report suboptimal patient-centered communication and (2) whether survivors' patient-centered communication experience changed from 2007 to 2013. RESULTS One third to one half of survivors report suboptimal patient-centered communication, particularly on core functions of providers helping manage uncertainty (48 %) and responding to emotions (49 %). In a fully adjusted linear regression model, survivors with more education (Wald F = 2.84, p = .04), without a usual source of care (Wald F = 11.59, p < .001), and in poorer health (Wald F = 9.08, p < .001) were more likely to report less patient-centered communication. Although ratings of patient-centered communication improved over time (p trend = .04), this trend did not remain significant in fully adjusted models. CONCLUSIONS Despite increased attention to survivorship, many survivors continue to report suboptimal communication with their health care providers. IMPLICATIONS FOR CANCER SURVIVORS Survivorship communication should include managing uncertainty about future risk and address survivors' emotional needs. Efforts to improve patient-centered communication should focus on survivors without a usual source of care and in poorer health.
Collapse
|
14
|
Kaul S, Fluchel M, Spraker-Perlman H, Parmeter CF, Kirchhoff AC. Health care experiences of long-term survivors of adolescent and young adult cancer. Support Care Cancer 2016; 24:3967-77. [DOI: 10.1007/s00520-016-3235-x] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Accepted: 04/17/2016] [Indexed: 11/27/2022]
|
15
|
Ejaz A, Kim Y, Winner M, Page A, Tisnado D, Morss Dy SE, Pawlik TM. Associations Between Patient Perceptions of Communication, Cure, and Other Patient-Related Factors Regarding Patient-Reported Quality of Care Following Surgical Resection of Lung and Colorectal Cancer. J Gastrointest Surg 2016; 20:812-26. [PMID: 26608194 PMCID: PMC4803529 DOI: 10.1007/s11605-015-3035-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Accepted: 11/16/2015] [Indexed: 01/31/2023]
Abstract
BACKGROUND The objective of the current study was to analyze various patient-related factors related to patient-reported quality of overall and surgical care following surgical resection of lung or colorectal cancer. METHODS Between 2003 and 2005, 3,954 patients who underwent cancer-directed surgery for newly diagnosed lung (30.3%) or colorectal (69.7%) cancer were identified from a population- and health system-based survey of participants from multiple US regions. Factors associated with patient-perceived quality of overall and surgical care were analyzed with multivariable logistic regression models. RESULTS Overall, 56.7% of patients reported excellent quality of overall care and 67.9% of patients reported excellent quality of surgical care; there was no difference by cancer type (P > 0.05). Factors associated with lower likelihood to report excellent quality of overall and surgical care included female sex, minority race, and the presence of multiple comorbidities (all odds ratio [OR] <1, all P < 0.05). Patients who had higher levels of education (overall quality: OR 1.62; surgical quality: OR 1.26), higher annual income (overall quality: OR 1.29; surgical quality: OR 1.23), and good physical function (overall quality: OR 1.35; surgical quality: OR 1.24) were all more likely to report excellent quality of overall and surgical care (all P < 0.05). Furthermore, patients who reported their physician as having excellent communication skills (overall quality: OR 6.49; surgical quality: OR 3.74) as well as patients who perceived their cancer as likely curable (overall quality: OR 1.17; surgical quality: OR 1.11) were more likely to report excellent quality of overall and surgical care (all P < 0.05). CONCLUSION Patient-reported quality of care is associated with several factors including race, income, and educational status, as well as physician communication and patient perception of likelihood of cure. Future studies are needed to more closely examine patient-physician relationships and communication barriers, particularly among minority patients and those with lower income and educational status.
Collapse
Affiliation(s)
- Aslam Ejaz
- Department of Surgery, University of Illinois Hospital and Health Sciences System, Chicago, IL, USA
| | - Yuhree Kim
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Megan Winner
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Andrew Page
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Diana Tisnado
- Department of Health Science, California State University, Fullerton, CA, USA
| | - Sydney E. Morss Dy
- Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Timothy M. Pawlik
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA,John L. Cameron M.D. Professor of Alimentary Tract Diseases, Johns Hopkins Hospital, 600 N. Wolfe Street, Blalock 665, Baltimore, MD 21287, USA
| |
Collapse
|
16
|
McFarland DC, Malone AK, Roth A. Acute empathy decline among resident physician trainees on a hematology-oncology ward: an exploratory analysis of house staff empathy, distress, and patient death exposure. Psychooncology 2016; 26:698-703. [DOI: 10.1002/pon.4069] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Revised: 11/15/2015] [Accepted: 12/11/2015] [Indexed: 12/30/2022]
Affiliation(s)
- Daniel C. McFarland
- Department of Medicine, Division of Network Services; Memorial Sloan Kettering Cancer Center; West Harrison NY USA
| | - Adriana K. Malone
- Hematology/Oncology, Tisch Cancer Institute; Icahn School of Medicine at Mount Sinai; New York NY USA
| | - Andrew Roth
- Department of Psychiatry and Behavioral Sciences; Memorial Sloan Kettering Cancer Center; New York NY USA
| |
Collapse
|
17
|
Zucca A, Sanson-Fisher R, Waller A, Carey M, Boadle D. The first step in ensuring patient-centred quality of care: ask the patient. Eur J Cancer Care (Engl) 2016; 26. [DOI: 10.1111/ecc.12435] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/27/2015] [Indexed: 11/28/2022]
Affiliation(s)
- A. Zucca
- Health Behaviour Research Group; Priority Research Centre for Health Behaviour; University of Newcastle & Hunter Medical Research Institute, Level 4; Hunter Medical Research Institute; Callaghan NSW Australia
| | - R. Sanson-Fisher
- Health Behaviour Research Group; Priority Research Centre for Health Behaviour; University of Newcastle & Hunter Medical Research Institute, Level 4; Hunter Medical Research Institute; Callaghan NSW Australia
| | - A. Waller
- Health Behaviour Research Group; Priority Research Centre for Health Behaviour; University of Newcastle & Hunter Medical Research Institute, Level 4; Hunter Medical Research Institute; Callaghan NSW Australia
| | - M. Carey
- Health Behaviour Research Group; Priority Research Centre for Health Behaviour; University of Newcastle & Hunter Medical Research Institute, Level 4; Hunter Medical Research Institute; Callaghan NSW Australia
| | - D. Boadle
- Department of Medical Oncology; Royal Hobart Hospital; Hobart TAS Australia
| |
Collapse
|
18
|
Kim Y, Winner M, Page A, Tisnado DM, Martinez KA, Buettner S, Ejaz A, Spolverato G, Morss Dy SE, Pawlik TM. Patient perceptions regarding the likelihood of cure after surgical resection of lung and colorectal cancer. Cancer 2015. [PMID: 26094729 DOI: 10.1002/cncr.29530%0a] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND The objective of the current study was to characterize the prevalence of the expectation that surgical resection of lung or colorectal cancer might be curative. The authors sought to assess patient-level, tumor-level, and communication-level factors associated with the perception of cure. METHODS Between 2003 and 2005, a total of 3954 patients who underwent cancer-directed surgery for lung (30.3%) or colorectal (69.7%) cancer were identified from a population-based and health system-based survey of participants from multiple US regions. RESULTS Approximately 80.0% of patients with lung cancer and 89.7% of those with colorectal cancer responded that surgery would cure their cancer. Even 57.4% and 79.8% of patients with stage IV lung and colorectal cancer, respectively, believed surgery was likely to be curative. On multivariable analyses, the odds ratio (OR) of the perception of curative intent was found to be higher among patients with colorectal versus lung cancer (OR, 2.27). Patients who were female, with an advanced tumor stage, unmarried, and having a higher number of comorbidities were less likely to believe that surgery would cure their cancer; educational level, physical function, and insurance status were not found to be associated with perception of cure. Patients who reported optimal physician communication scores (reference score, 0-80; score of 80-100 [OR, 1.40] and score of 100 [OR, 1.89]) and a shared role in decision-making with their physician (OR, 1.16) or family (OR, 1.17) had a higher odds of perceiving surgery would be curative, whereas patients who reported physician-controlled (OR, 0.56) or family-controlled (OR, 0.72) decision-making were less likely to believe surgery would provide a cure. CONCLUSIONS Greater focus on patient-physician engagement, communication, and barriers to discussing goals of care with patients who are diagnosed with cancer is needed.
Collapse
Affiliation(s)
- Yuhree Kim
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Megan Winner
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Andrew Page
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Diana M Tisnado
- Department of Health Science, California State University at Fullerton, Fullerton, California
| | | | - Stefan Buettner
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Aslam Ejaz
- Department of Surgery, University of Illinois Hospital and Health Sciences System, Chicago, Illinois
| | - Gaya Spolverato
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Sydney E Morss Dy
- Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Timothy M Pawlik
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| |
Collapse
|
19
|
Kim Y, Winner M, Page A, Tisnado DM, Martinez KA, Buettner S, Ejaz A, Spolverato G, Morss Dy SE, Pawlik TM. Patient perceptions regarding the likelihood of cure after surgical resection of lung and colorectal cancer. Cancer 2015; 121:3564-73. [PMID: 26094729 DOI: 10.1002/cncr.29530] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2015] [Revised: 05/05/2015] [Accepted: 05/22/2015] [Indexed: 12/17/2022]
Abstract
BACKGROUND The objective of the current study was to characterize the prevalence of the expectation that surgical resection of lung or colorectal cancer might be curative. The authors sought to assess patient-level, tumor-level, and communication-level factors associated with the perception of cure. METHODS Between 2003 and 2005, a total of 3954 patients who underwent cancer-directed surgery for lung (30.3%) or colorectal (69.7%) cancer were identified from a population-based and health system-based survey of participants from multiple US regions. RESULTS Approximately 80.0% of patients with lung cancer and 89.7% of those with colorectal cancer responded that surgery would cure their cancer. Even 57.4% and 79.8% of patients with stage IV lung and colorectal cancer, respectively, believed surgery was likely to be curative. On multivariable analyses, the odds ratio (OR) of the perception of curative intent was found to be higher among patients with colorectal versus lung cancer (OR, 2.27). Patients who were female, with an advanced tumor stage, unmarried, and having a higher number of comorbidities were less likely to believe that surgery would cure their cancer; educational level, physical function, and insurance status were not found to be associated with perception of cure. Patients who reported optimal physician communication scores (reference score, 0-80; score of 80-100 [OR, 1.40] and score of 100 [OR, 1.89]) and a shared role in decision-making with their physician (OR, 1.16) or family (OR, 1.17) had a higher odds of perceiving surgery would be curative, whereas patients who reported physician-controlled (OR, 0.56) or family-controlled (OR, 0.72) decision-making were less likely to believe surgery would provide a cure. CONCLUSIONS Greater focus on patient-physician engagement, communication, and barriers to discussing goals of care with patients who are diagnosed with cancer is needed.
Collapse
Affiliation(s)
- Yuhree Kim
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Megan Winner
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Andrew Page
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Diana M Tisnado
- Department of Health Science, California State University at Fullerton, Fullerton, California
| | | | - Stefan Buettner
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Aslam Ejaz
- Department of Surgery, University of Illinois Hospital and Health Sciences System, Chicago, Illinois
| | - Gaya Spolverato
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Sydney E Morss Dy
- Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Timothy M Pawlik
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| |
Collapse
|
20
|
Singh H, Arora NK, Mazor KM, Street RL. A vision for using online portals for surveillance of patient-centered communication in cancer care. PATIENT EXPERIENCE JOURNAL 2015; 2:125-131. [PMID: 28345019 PMCID: PMC5363702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023] Open
Abstract
The Veterans Health Administration (VHA) is charged with providing high-quality health care, not only in terms of technical competence but also with regard to patient-centered care experiences. Patient-centered coordination of care and communication are especially important in cancer care, as deficiencies in these areas have been implicated in many cases of delayed cancer diagnosis and treatment. Additionally, because cancer care facilities are concentrated within the VHA system, geographical and system-level barriers may present prominent obstacles to quality care. Systematic assessment of patient-centered communication (PCC) may help identify both individual veterans who are at risk of suboptimal care and opportunities for quality improvement initiatives at the service, facility, or system-wide level. In this manuscript, we describe our vision to implement an assessment of PCC through patient self-report to improve the quality of cancer care and other health services in the VHA. We outline a possible strategy to assess PCC that leverages the VHA's existing initiative to promote use of an online personal health record for veterans (MyHealtheVet). Questionnaires administered periodically or following specific episodes of care can be targeted to assess PCC in cancer care. Assessment of PCC can also be tied to clinical and administrative data for more robust analysis of patient outcomes. Ultimately, the goal of any assessment of PCC is to gather valid, actionable data that can assist VHA clinicians and staff with providing the best possible care for veterans with cancer.
Collapse
Affiliation(s)
- Hardeep Singh
- Houston VA Health Services Research & Development; Baylor College of Medicine,
| | | | - Kathleen M Mazor
- Meyers Primary Care Institute; University of Massachusetts Medical School,
| | - Richard L Street
- Houston VA Health Services Research & Development; Baylor College of Medicine; Texas A&M University,
| |
Collapse
|
21
|
Zucca A, Sanson-Fisher R, Waller A, Carey M. Patient-centred care: making cancer treatment centres accountable. Support Care Cancer 2014; 22:1989-97. [DOI: 10.1007/s00520-014-2221-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2014] [Accepted: 03/14/2014] [Indexed: 11/29/2022]
|
22
|
Mazor KM, Beard RL, Alexander GL, Arora NK, Firneno C, Gaglio B, Greene SM, Lemay CA, Robinson BE, Roblin DW, Walsh K, Street RL, Gallagher TH. Patients' and family members' views on patient-centered communication during cancer care. Psychooncology 2013; 22:2487-95. [PMID: 23780672 DOI: 10.1002/pon.3317] [Citation(s) in RCA: 89] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2013] [Revised: 04/29/2013] [Accepted: 05/03/2013] [Indexed: 11/12/2022]
Abstract
OBJECTIVES To explore patients' and family members' views on communication during cancer care and to identify those aspects of clinician-patient communication which were most important to patients and family members. METHODS We conducted a secondary data analysis of qualitative data from 137 patients with cancer and family members of patients with cancer. We used a modified version of the constant comparative method and coding paradigm of grounded theory. RESULTS Patients want sensitive, caring clinicians who provide information that they need, when they need it, in a way that they can understand; who listen and respond to questions and concerns, and who attempt to understand the patient's experience. Effective information exchange and a positive interpersonal relationship with the clinician were of fundamental importance to patients and family members. These were interrelated; for instance, failure to provide information a patient needed could damage the relationship, whereas excellent listening could foster the relationship. Information exchange and relationship were also integral to decision-making, managing uncertainty, responding to emotions, and self-management. Clinicians who were responsive to patients' needs beyond the immediate medical encounter were valued. CONCLUSIONS The complexity of cancer care today suggests that efforts to improve communication must be multilevel, acknowledging and addressing patient, clinician, organizational and policy barriers, and facilitators. Measurement tools are needed to assess cancer patients' and family members' experiences with communication over the course of cancer care to provide meaningful, actionable feedback to those seeking to optimize their effectiveness in communicating with patients with cancer.
Collapse
Affiliation(s)
- Kathleen M Mazor
- Meyers Primary Care Institute, University of Massachusetts Medical School, Reliant Medical Group, Fallon Community Health Plan, Worcester, MA, USA
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|