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Zadka-Peer S, Rosenbloom T. Targeted nudging for speeding behavior: The influence of interpersonal characteristics on responses to in-vehicle road nudges. ACCIDENT; ANALYSIS AND PREVENTION 2024; 204:107638. [PMID: 38815308 DOI: 10.1016/j.aap.2024.107638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 03/26/2024] [Accepted: 05/11/2024] [Indexed: 06/01/2024]
Abstract
Road carnage is one of the most fatal and expensive global issues today. Many solutions have been implemented to minimize it, but most are costly and unreliable. Therefore, in this study, nudges were used as a reliable and inexpensive tool to affect safe driving behavior which, in turn, may reduce road fatalities. To optimize the use of nudges, we suggested that responses to nudges - in a similar manner to responses to other stimuli - may vary by interpersonal characteristics, so that different nudges may lead to more accurate and reliable reactions in different sub-populations in a predictable manner. To test these assertions, we collected a sample of 200 participants, both men and women, ages 17.5 to 83 years. We measured different interpersonal characteristics that included both demographic information (e.g., age, gender, years with a driver's license) and different personality traits. We then assessed responses to nudges using a simulator that was specially designed for this study, in which participants are asked to adjust their speed as they see fit while they watched a video shot from a driver's perspective of the forward roadway. Over the course of the video, a different nudge was displayed for each subject and their response latency and speeds were recorded for further analysis. We were able to observe several interesting phenomena: responses to a reminder nudge and a negative reinforcement nudge were faster than responses to a social norm nudge. However, the latter showed a longer-term impact. The responses to the social norm interventions were also more variable, demonstrating that high neuroticism is linked to decreased response to social norm nudges, a picture that is repeated in men compared to women. Contrarily, conscientiousness was linked to a faster and more reliable response to the social norm nudge, and the gender effect was eliminated for men with high conscientiousness. Moreover, parenthood was found to increase the response to all nudges and was protective against the effects of high sensation-seeking, which led to more road violations. These findings may be tested using modern technology, which can facilitate the measurements of personal traits and verify the reliability of responses to nudges. Therefore, the current study suggests nudge personalization may be beneficial in improving the use of nudges on the road.
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Affiliation(s)
- Shiran Zadka-Peer
- Department of Management, Bar Ilan University, Ramat-Gan 52900, Israel.
| | - Tova Rosenbloom
- Department of Management, Bar Ilan University, Ramat-Gan 52900, Israel
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Albor LC, Horn PS, Venkatesan C, Ritter DM. Impact of Race in Missed Appointments in Pediatric Neurology Resident Clinic at a Large Tertiary Medical Center. J Child Neurol 2024; 39:268-274. [PMID: 39042108 DOI: 10.1177/08830738241264432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/24/2024]
Abstract
Missed medical appointments are a common problem across specialties. The discontinuity of care leads to unplanned health care utilization, increased costs, and poor health outcomes. Previous studies evaluating pediatric epilepsy have shown significant socioeconomic barriers to care. In several specialties, resident clinic no-show rates are higher than faculty clinics because of socioeconomic barriers. We sought to understand the relationship between race, socioeconomic factors, and missed appointments in a pediatric neurology resident clinic at a large tertiary care hospital. Resident clinic encounters for 1 year were extracted and analyzed for missed appointments, socioeconomic factors, and health care utilization. We found that missed appointments occur for 1 in 5 patients and correlate with socioeconomic factors (eg, income and insurance) and race. Race was a more significant factor than socioeconomic factors for missed appointments. These results provide areas to target and track interventions to improve health outcomes in children in pediatric neurology clinics.
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Affiliation(s)
- Lauren C Albor
- Department of Pediatrics, Emory University School of Medicine and Division of Neurology, Children's Hospital of Atlanta, Atlanta, GA, USA
| | - Paul S Horn
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Neurology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Charu Venkatesan
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Neurology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - David M Ritter
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Neurology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
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Alturbag M. Factors and Reasons Associated With Appointment Non-attendance in Hospitals: A Narrative Review. Cureus 2024; 16:e58594. [PMID: 38765331 PMCID: PMC11102763 DOI: 10.7759/cureus.58594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/19/2024] [Indexed: 05/22/2024] Open
Abstract
Non-attendance at hospital appointments is an extremely prevalent issue impacting healthcare systems on a daily basis. This phenomenon adversely affects patient health and healthcare providers, leading to delays in diagnosis and treatment, inefficient resource utilization, and increased healthcare expenses. The detrimental impact of non-attendance is not limited to patients who miss appointments, the knock-on effects of extended waiting times and reduced appointment availability are felt throughout healthcare systems. The purpose of this narrative review is to explore the factors underlying appointment non-attendance in hospital settings, to improve healthcare delivery and patient adherence. An extensive review of the existing global literature was conducted. Quantitative studies that explored the relationship between appointment non-attendance and patient characteristics, such as age, gender, marital status, education level, distance from the hospital, and source of referral, were included. Younger patients, males, individuals with lower levels of education, and those living farther from hospitals were more likely to miss appointments. Marital status was significant, with married patients showing better attendance, as was referral source, with general practitioner referrals associated with higher non-attendance. Qualitative studies identifying both patient-centered and hospital-specific reasons, such as forgetfulness, appointment time, protracted waiting times, patient-physician relationship, and patients' knowledge and perception of their health condition, were also included in the review. Lack of appointment reminders, difficulties in managing appointments, and inadequate patient-physician communication were significant hospital-specific reasons given for non-attendance. Patients' lack of awareness regarding the importance of attending appointments and limited understanding of their health conditions were also identified as patient-centered contributors. Non-attendance at hospital appointments is a multifaceted issue influenced by a range of socioeconomic, personal, and systemic factors. Addressing these factors requires a holistic approach that includes patient education, improved communication, and tailored healthcare delivery strategies, especially for vulnerable populations in rural areas. Enhanced reminder systems and streamlined appointment management could serve as pivotal interventions to reduce non-attendance rates, ultimately improving healthcare outcomes and resource utilization.
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Affiliation(s)
- Majed Alturbag
- School of Nursing & Midwifery, University of Dublin, Trinity College, Dublin, IRL
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Shekoni O, Iversen S, Diaz GJ, Aune A, Ubuane PO, Imam Z, André B. Healthcare workers' perceptions about the use of mobile health technologies in public health facilities in Lagos, Nigeria. SAGE Open Med 2024; 12:20503121231224568. [PMID: 38347851 PMCID: PMC10860469 DOI: 10.1177/20503121231224568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Accepted: 12/05/2023] [Indexed: 02/15/2024] Open
Abstract
Background Mobile health has enormous potential in healthcare due to the increasing use of mobile phones in low- and middle-income countries; its effective deployment, uptake, and utilization may result in improved health outcomes, including a reduction in neonatal deaths. However, there is a suboptimal uptake of mobile health technologies among healthcare workers in low-resource settings like Nigeria, which are often context-specific. Objective To investigate healthcare workers' perceptions of mobile health technologies in public health facilities in Lagos, Nigeria. Method A qualitative study was conducted, and data were collected through six focus group discussions with 26 healthcare workers (doctors, nurses, and community health extension workers) from three public health facilities in Lagos, Nigeria. The collected data were analyzed using a thematic approach, where themes and subthemes were created. Results Although the participants acknowledged that mobile health enhances patient-provider communication and saves time, they identified altering of healthcare workers' routine practices, information overload, power and network failure, skepticism, lack of trust, and concerns over diagnostic accuracy as potential barriers to its uptake. Conclusion Addressing healthcare workers' perceptions of mobile health technologies may enhance the deployment and uptake of such solutions in Nigeria and similar low-resource settings. Developers and implementers of such can use them to create new or enhance existing mobile health solutions to better meet the needs and requirements of healthcare workers in low- to middle-income health settings, such as Lagos, Nigeria.
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Affiliation(s)
- Oluwatobi Shekoni
- Department of Public Health, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Synne Iversen
- Department of Public Health, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Gabriela J Diaz
- Department of Public Health, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- Picterus AS, Trondheim, Norway
| | - Anders Aune
- Department of Public Health, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- Picterus AS, Trondheim, Norway
| | - Peter Odion Ubuane
- Department of Pediatrics, Lagos State University Teaching Hospital (LASUTH), Ikeja Lagos, Nigeria
| | - Zainab Imam
- Department of Pediatrics, Lagos State University Teaching Hospital (LASUTH), Ikeja Lagos, Nigeria
| | - Beate André
- Department of Public Health, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
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Improving Adherence to Treatment Plans in Diabetes Patients With Neuropathic Foot Wounds. J Dr Nurs Pract 2023; 16:36-43. [PMID: 36918283 DOI: 10.1891/jdnp-2021-0050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
Background: In southeast states, diabetes continues to rise. Medical expenses are higher for -individuals diagnosed with diabetes-related complications, and poor outcomes are associated with missed appointments for wound treatment. Objective: The aim of this clinical practice contribution was to implement interventions to increase adherence to appointments and treatment plans in an outpatient wound clinic. Methods: Project participants over 18 years of age who were at risk for or have neuropathic foot wounds and are on weekly treatment regimens were recruited. Clinic staff were surveyed on the perceived success of and willingness to continue the interventions. Results: All staff surveyed agreed or strongly agreed that an automated reminder system and incentive program would make a significant impact on the patient's quality of life and worth the time and effort for staff to continue implementation. No patients in the control group required admission to acute care for treatment. Conclusions: Going forward with implications for future practice, these interventions demonstrated both the importance of adherence to outpatient appointments and opportunities to promote patient engagement. Implications for Nursing: Improving attendance at outpatient clinic appointments is significant for the delivery of quality patient care. By managing chronic conditions in the outpatient setting, complications can be reduced.
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Predicting no-show appointments in a pediatric hospital in Chile using machine learning. Health Care Manag Sci 2023:10.1007/s10729-022-09626-z. [PMID: 36707485 DOI: 10.1007/s10729-022-09626-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Accepted: 12/13/2022] [Indexed: 01/29/2023]
Abstract
The Chilean public health system serves 74% of the country's population, and 19% of medical appointments are missed on average because of no-shows. The national goal is 15%, which coincides with the average no-show rate reported in the private healthcare system. Our case study, Doctor Luis Calvo Mackenna Hospital, is a public high-complexity pediatric hospital and teaching center in Santiago, Chile. Historically, it has had high no-show rates, up to 29% in certain medical specialties. Using machine learning algorithms to predict no-shows of pediatric patients in terms of demographic, social, and historical variables. To propose and evaluate metrics to assess these models, accounting for the cost-effective impact of possible intervention strategies to reduce no-shows. We analyze the relationship between a no-show and demographic, social, and historical variables, between 2015 and 2018, through the following traditional machine learning algorithms: Random Forest, Logistic Regression, Support Vector Machines, AdaBoost and algorithms to alleviate the problem of class imbalance, such as RUS Boost, Balanced Random Forest, Balanced Bagging and Easy Ensemble. These class imbalances arise from the relatively low number of no-shows to the total number of appointments. Instead of the default thresholds used by each method, we computed alternative ones via the minimization of a weighted average of type I and II errors based on cost-effectiveness criteria. 20.4% of the 395,963 appointments considered presented no-shows, with ophthalmology showing the highest rate among specialties at 29.1%. Patients in the most deprived socioeconomic group according to their insurance type and commune of residence and those in their second infancy had the highest no-show rate. The history of non-attendance is strongly related to future no-shows. An 8-week experimental design measured a decrease in no-shows of 10.3 percentage points when using our reminder strategy compared to a control group. Among the variables analyzed, those related to patients' historical behavior, the reservation delay from the creation of the appointment, and variables that can be associated with the most disadvantaged socioeconomic group, are the most relevant to predict a no-show. Moreover, the introduction of new cost-effective metrics significantly impacts the validity of our prediction models. Using a prototype to call patients with the highest risk of no-shows resulted in a noticeable decrease in the overall no-show rate.
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MacDonald SE, Marfo E, Sell H, Assi A, Frank-Wilson A, Atkinson K, Kellner JD, McNeil D, Klein K, Svenson LW. Text Message Reminders to Improve Immunization Appointment Attendance in Alberta, Canada: The Childhood Immunization Reminder Project Pilot Study. JMIR Mhealth Uhealth 2022; 10:e37579. [PMID: 36346666 PMCID: PMC9682453 DOI: 10.2196/37579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 09/15/2022] [Accepted: 10/06/2022] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND Vaccine coverage for 18-month-old children in Canada is often below the recommended level, which may be partially because of parental forgetfulness. SMS text message reminders have been shown to potentially improve childhood immunization uptake but have not been widely used in Alberta, Canada. In addition, it has been noted that language barriers may impede immunization service delivery but continue to remain unaddressed in many existing reminder and recall systems. OBJECTIVE This study aimed to assess the effectiveness and acceptability of using SMS text messages containing a link to web-based immunization information in different languages to remind parents of their child's 18-month immunization appointment. METHODS The Childhood Immunization Reminder Project was a pilot intervention at 2 public health centers, one each in Lethbridge and Edmonton, Alberta, Canada. Two SMS text message reminders were sent to parents: a booking reminder 3 months before their child turned 18 months old and an appointment reminder 3 days before their scheduled appointment. Booking reminders included a link to the study website hosting immunization information in 9 languages. To evaluate intervention effectiveness, we compared the absolute attendance no-show rates before the intervention and after the intervention. The acceptability of the intervention was evaluated through web-based surveys completed by parents and public health center staff. Google Analytics was used to determine how often web-based immunization information was accessed, from where, and in which languages. RESULTS Following the intervention, the health center in Edmonton had a reduction of 6.4% (95% CI 3%-9.8%) in appointment no-shows, with no change at the Lethbridge Health Center (0.8%, 95% CI -1.4% to 3%). The acceptability surveys were completed by 222 parents (response rate: 23.9%) and 22 staff members. Almost all (>95%) respondents indicated that the reminders were helpful and provided useful suggestions for improvement. All surveyed parents (222/222, 100%) found it helpful to read web-based immunization information in their language of choice. Google Analytics data showed that immunization information was most often read in English (118/207, 57%), Punjabi (52/207, 25.1%), Arabic (13/207, 6.3%), Spanish (12/207, 5.8%), Italian (4/207, 1.9%), Chinese (4/207, 1.9%), French (2/207, 0.9%), Tagalog (1/207, 0.5%), and Vietnamese (1/207, 0.5%). CONCLUSIONS The study's findings support the use of SMS text message reminders as a convenient and acceptable method to minimize parental forgetfulness and potentially reduce appointment no-shows. The diverse languages accessed in web-based immunization information suggest the need to provide appropriate translated immunization information. Further research is needed to evaluate the impact of SMS text message reminders on childhood immunization coverage in different settings.
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Affiliation(s)
- Shannon E MacDonald
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Emmanuel Marfo
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
| | - Hannah Sell
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Ali Assi
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
| | - Andrew Frank-Wilson
- South Zone Data & Analytics, Alberta Health Services, Lethbridge, AB, Canada
- Faculty of Health Sciences, University of Lethbridge, Lethbridge, AB, Canada
| | - Katherine Atkinson
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - James D Kellner
- Department of Pediatrics, University of Calgary, Calgary, AB, Canada
- Alberta Health Services, Calgary, AB, Canada
| | - Deborah McNeil
- Strategic Clinical Networks, Alberta Health Services, Calgary, AB, Canada
| | - Kristin Klein
- Communicable Disease Control, Provincial Population & Public Health, Alberta Health Services, Edmonton, AB, Canada
- Division of Preventive Medicine, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - Lawrence W Svenson
- School of Public Health, University of Alberta, Edmonton, AB, Canada
- Division of Preventive Medicine, Department of Medicine, University of Alberta, Edmonton, AB, Canada
- Analytics and Performance Reporting, Alberta Health, Edmonton, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
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Wozney L, Vakili N, Chorney J, Clark A, Hong P. The Impact of a Text Messaging Service (Tonsil-Text-To-Me) on Pediatric Perioperative Tonsillectomy Outcomes: Cohort Study With a Historical Control Group. JMIR Perioper Med 2022; 5:e39617. [PMID: 36125849 PMCID: PMC9533209 DOI: 10.2196/39617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 08/03/2022] [Accepted: 08/04/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Tonsillectomy is a common pediatric surgical procedure performed in North America. Caregivers experience complex challenges in preparing for their child's surgery and coordinating care at home and, consequently, could benefit from access to educational resources. A previous feasibility study of Tonsil-Text-To-Me, an automated SMS text messaging service that sends 15 time-sensitive activity reminders, links to nutrition and hydration tips, pain management strategies, and guidance on monitoring for complications, showed promising results, with high levels of caregiver satisfaction and engagement. OBJECTIVE This study aimed to pilot-test Tonsil-Text-To-Me in a real-world context to determine whether and how it might improve perioperative experiences and outcomes for caregivers and patients. METHODS Caregivers of children aged 3 to 14 years undergoing tonsillectomy were included. Data from a historical control group and an intervention group with the same study parameters (eg, eligibility criteria and surgery team) were compared. Measures included the Parenting Self-Agency Measure, General Health Questionnaire-12, Parents' Postoperative Pain Measure, Client Satisfaction Questionnaire-8, and engagement analytics, as well as analgesic consumption, pain, child activity level, and health service use. Data were collected on the day before surgery, 3 days after surgery, and 14 days after surgery. Participants in the intervention group received texts starting 2 weeks before surgery up to the eighth day after surgery. Descriptive and inferential statistics were used. RESULTS In total, 51 caregivers (n=32, 63% control; n=19, 37% intervention) who were predominately women (49/51, 96%), White (48/51, 94%), and employed (42/51, 82%) participated. Intervention group caregivers had a statistically significant positive difference in Parenting Self-Agency Measure scores (P=.001). The mean postoperative pain scores were higher for the control group (mean 10.0, SD 3.1) than for the intervention group (mean 8.5, SD 3.7), both of which were still above the 6/15 threshold for clinically significant pain; however, the difference was not statistically significant (t39=1.446; P=.16). Other positive but nonsignificant trends for the intervention group compared with the control group were observed for the highest level of pain (t39=0.882; P=.38), emergency department visits (χ22=1.3; P=.52; Cramer V=0.19), and other measures. Engagement with resources linked in the texts was moderate, with all but 1 being clicked on for viewing at least once by 79% (15/19) of the participants. Participants rated the intervention as highly satisfactory across all 8 dimensions of the Client Satisfaction Questionnaire (mean 29.4, SD 3.2; out of a possible value of 32.0). CONCLUSIONS This cohort study with a historical control group found that Tonsil-Text-To-Me had a positive impact on caregivers' perioperative care experience. The small sample size and unclear impacts of COVID-19 on the study design should be considered when interpreting the results. Controlled trials with larger sample sizes for evaluating SMS text messaging interventions aimed to support caregivers of children undergoing tonsillectomy surgery are warranted.
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Affiliation(s)
- Lori Wozney
- Mental Health and Addictions, Policy and Planning, Nova Scotia Health, Dartmouth, NS, Canada
| | - Negar Vakili
- Centre for Research in Family Health, IWK Health Centre, Halifax, NS, Canada
| | - Jill Chorney
- Mental Health and Addictions, IWK Health, Halifax, NS, Canada
- Department of Psychiatry, Dalhousie University, Halifax, NS, Canada
| | - Alexander Clark
- Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Paul Hong
- Division of Otolaryngology, IWK Health, Halifax, NS, Canada
- Division of Otolaryngology-Head & Neck Surgery, Department of Surgery, Dalhousie University, Halifax, NS, Canada
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Jegathesan T, Mistry N, Bonifacio HJ, Florence M, Roth M, Sgro M, Baker JM. Increasing clinical attendance among adolescents and young adults: a simple and novel method. BMJ Open Qual 2022; 11:bmjoq-2021-001805. [PMID: 35790314 PMCID: PMC9258479 DOI: 10.1136/bmjoq-2021-001805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 06/20/2022] [Indexed: 11/15/2022] Open
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Hirsh-Yechezkel G, Glasser S, Gabis LV, Eden A, Savitzki D, Farhi A, Luxenburg O, Levitan G, Lerner-Geva L. Missed initial appointments at Israeli child development centres: Rate, reasons, and associated characteristics. Int J Health Plann Manage 2022; 37:2779-2793. [PMID: 35709352 PMCID: PMC9544127 DOI: 10.1002/hpm.3503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Revised: 02/09/2022] [Accepted: 04/29/2022] [Indexed: 11/06/2022] Open
Abstract
INTRODUCTION Missed appointments (MAs) at child development centres (ChDCs) cause multiple problems: they preclude timely diagnosis and treatment of both the invited child and children whose appointment was delayed due to overbooking, as well as disrupting efficient organisational management. The aim of this study was to assess the rate and describe the reasons for missed appointments at Israeli ChDCs, and to evaluate the association of socio-demographic, clinical, and administrative variables with MA rates. METHODS This nested case-control study included all children scheduled for initial appointments (N = 1143) at three centres during 1 year. Parents of children who missed their appointment and a sample of those who attended were interviewed by telephone. RESULTS The rate of missed appointments was 26.6%, and the most frequent reasons were unexpected events (26.0%) and lack of insurance coverage (23.4%). Variables associated with lower MA rates were: having had ≥3 types of rehabilitative interventions (odds ratios (OR) = 0.26; 95% confidence interval [CI] 0.16-0.44), detailed referral letter (OR = 0.48; 95%CI 0.30-0.75), telephone reminder (OR = 0.37; 95%CI 0.24-0.57) and health maintenance organisations or private insurance coverage (OR = 0.12; 95%CI 0.06-0.17 and OR = 0.56; 95% CI 0.38-0.89, respectively). CONCLUSION Encouraging physician's referral letters and personal-contact reminders can reduce missed appointments. Understanding the family's and the child's personal characteristics, and the organisational/administrative aspects of missed appointments may guide efforts to ensure timely care for every child.
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Affiliation(s)
- Galit Hirsh-Yechezkel
- Women & Children's Health Research Unit, Gertner Institute for Epidemiology & Health Policy Research, Sheba Medical Center, Affiliated with Tel Aviv University, Ramat Gan, Israel
| | - Saralee Glasser
- Women & Children's Health Research Unit, Gertner Institute for Epidemiology & Health Policy Research, Sheba Medical Center, Affiliated with Tel Aviv University, Ramat Gan, Israel
| | - Lidia V Gabis
- Weinberg Child Development Center, Sheba Medical Center, The Edmond & Lily Safra Children's Hospital, Ramat Gan, Israel
| | - Avi Eden
- Barzilai Medical Center, Child Development Institute, Ashkelon, Israel
| | - David Savitzki
- Pediatric Neurology and Child Development Unit, Galilee Medical Center, Nahariya, Israel
| | - Adel Farhi
- Women & Children's Health Research Unit, Gertner Institute for Epidemiology & Health Policy Research, Sheba Medical Center, Affiliated with Tel Aviv University, Ramat Gan, Israel
| | - Osnat Luxenburg
- Medical Technology, Health Information and Research Directorate, Ministry of Health, Jerusalem, Israel
| | - Gila Levitan
- Women & Children's Health Research Unit, Gertner Institute for Epidemiology & Health Policy Research, Sheba Medical Center, Affiliated with Tel Aviv University, Ramat Gan, Israel
| | - Liat Lerner-Geva
- Women & Children's Health Research Unit, Gertner Institute for Epidemiology & Health Policy Research, Sheba Medical Center, Affiliated with Tel Aviv University, Ramat Gan, Israel.,School of Public Health, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Zdonczyk AN, Gupte G, Schroeder A, Sathappan V, Lee AR, Culican SM. Income Disparities in Outcomes of Horizontal Strabismus Surgery in a Pediatric Population. J Pediatr Ophthalmol Strabismus 2022; 59:156-163. [PMID: 34928767 PMCID: PMC9133206 DOI: 10.3928/01913913-20210824-02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
PURPOSE To examine postoperative outcomes in pediatric patients undergoing strabismus surgery to determine the potential impact of socioeconomic disparities on ophthalmic outcomes. METHODS This study included 284 children undergoing strabismus surgery at a tertiary institution with at least 11 months of follow-up and no prior strabismus surgery or other neurologic or ophthalmologic conditions. Demographics, insurance, operative parameters, and appointments scheduled/attended were collected via chart review. Ocular alignment was recorded preoperatively and postoperatively at 3, 12, and 24 months. Two-sided t tests and chi-squared analyses were used to compare demographic and operative parameters. Logistic regression was employed to determine predictive factors for ophthalmic outcomes. RESULTS There was no difference in failure rates between patients with Medicaid and patients with private insurance 24 months postoperatively (45.9% vs 50.5%, respectively, P = .46). Patients with Medicaid were more likely to not follow up postoperatively (28.2% vs 9.6%, respectively, P < .01), whereas patients with private insurance were more likely to complete more than three follow-up appointments in 24 months (21.5% vs 39.0%, respectively, P < .01). Postoperative attendance was linked to Medicaid status (P < .01) but not travel time, neighborhood income levels, or social deprivation index factors. CONCLUSIONS There was no difference in failure rates between patients with Medicaid and patients with private insurance. Medicaid status was significantly predictive of loss to follow-up. [J Pediatr Ophthalmol Strabismus. 2022;59(3):156-163.].
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Anthony CA, Rojas E, Glass N, Keffala V, Noiseux N, Elkins J, Brown TS, Bedard NA. A Psycholgical Intervention Delivered by Automated Mobile Phone Messaging Stabilized Hip and Knee Function During the COVID-19 Pandemic: A Randomized Controlled Trial. J Arthroplasty 2022; 37:431-437.e3. [PMID: 34906660 PMCID: PMC8665663 DOI: 10.1016/j.arth.2021.12.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 11/29/2021] [Accepted: 12/07/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND We conducted a randomized controlled trial to evaluate the effectiveness of acceptance and commitment therapy (ACT) delivered via a mobile phone messaging robot to patients who had their total hip arthroplasty or total knee arthroplasty procedures postponed due to the COVID-19 pandemic. METHODS Ninety patients scheduled for total hip arthroplasty or total knee arthroplasty who experienced surgical delay due to the COVID-19 pandemic were randomized to the ACT group, receiving 14 days of twice daily automated mobile phone messages, or the control group, who received no messages. Minimal clinically important differences (MCIDs) in preintervention and postintervention patient-reported outcome measures were utilized to evaluate the intervention. RESULTS Thirty-eight percent of ACT group participants improved and achieved MCID on the Patient-Reported Outcome Measure Information System Physical Health compared to 17.5% in the control group (P = .038; number needed to treat [NNT] 5). For the joint-specific Hip Disability and Osteoarthritis Outcome Score Joint Replacement and Knee Disability and Osteoarthritis Outcome Score Joint Replacement (KOOS JR), 24% of the ACT group achieved MCID compared to 2.5% in the control group (P = .004; NNT 5). An improvement in the KOOS JR was found in 29% of the ACT group compared to 4.2% in the control group (P = .028; NNT 5). Fourteen percent of the ACT group participants experienced a clinical important decline in the KOOS JR compared to 41.7% in the control group (P = .027; NNT 4). CONCLUSION A psychological intervention delivered via a text messaging robot improved physical function and prevented decline in patient-reported outcome measures in patients who experienced an unexpected surgical delay during the COVID-19 pandemic. LEVEL OF EVIDENCE 1.
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Affiliation(s)
- Chris A. Anthony
- Department of Orthopaedics, University of Pennsylvania, Philadelphia, PA,Address correspondence to: Chris A. Anthony, MD, Department of Orthopaedics, University of Pennsylvania, 800 Spruce Street, 1st Floor Cathcart Building, Philadelphia, PA
| | - Edward Rojas
- Department of Orthopaedics and Rehabilitation, University of Iowa, Iowa City, IA
| | - Natalie Glass
- Department of Orthopaedics and Rehabilitation, University of Iowa, Iowa City, IA
| | - Valerie Keffala
- Department of Orthopaedics and Rehabilitation, University of Iowa, Iowa City, IA
| | - Nicholas Noiseux
- Department of Orthopaedics and Rehabilitation, University of Iowa, Iowa City, IA
| | - Jacob Elkins
- Department of Orthopaedics and Rehabilitation, University of Iowa, Iowa City, IA
| | - Timothy S. Brown
- Department of Orthopaedics and Rehabilitation, University of Iowa, Iowa City, IA
| | - Nicholas A. Bedard
- Department of Orthopaedics and Rehabilitation, University of Iowa, Iowa City, IA
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Groden P, Capellini A, Levine E, Wajnberg A, Duenas M, Sow S, Ortega B, Medder N, Kishore S. The success of behavioral economics in improving patient retention within an intensive primary care practice. BMC FAMILY PRACTICE 2021; 22:253. [PMID: 34937551 PMCID: PMC8694759 DOI: 10.1186/s12875-021-01593-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 11/23/2021] [Indexed: 11/10/2022]
Abstract
Background A minority of the U.S. population comprises a majority of health care expenses. Health system interventions for high-cost populations aim to improve patient outcomes while reducing costly over-utilization. Missed and inconsistent appointments are associated with poor patient outcomes and increased health care utilization. PEAK Health— Mount Sinai’s intensive primary care clinic for high-cost patients— employed a novel behavioral economics-based intervention to reduce the rate of missed appointments at the practice. Behavioral economics has accomplished numerous successes across the health care field; the effect of a clinic-based behavioral economics intervention on reducing missed appointments has yet to be assessed. Methods This was a single-arm, pre-post trial conducted over 1 year involving all active patients at PEAK Health. The intervention consisted of: a) clinic signage, and b) appointment reminder cards containing behavioral economics messaging designed to increase the likelihood patients would complete their subsequent visit; appointment cards (t1) were transitioned to an identical EMR template (t2) at 6 months to boost provider utilization. The primary objective, the success of scheduled appointments, was assessed with visit adherence: the proportion of successful over all scheduled appointments, excluding those cancelled or rescheduled. The secondary objective, the consistency of appointments, was assessed with a 2-month visit constancy rate: the percentage of patients with at least one successful visit every 2 months for 1 year. Both metrics were assessed via a χ2 analysis and together define patient retention. Results The visit adherence rate increased from 74.7% at baseline to 76.5% (p = .22) during t1 and 78.0% (p = .03) during t2. The 2-month visit constancy rate increased from 59.5% at baseline to 74.3% (p = .01) post-intervention. Conclusions A low-resource, clinic-based behavioral economics intervention was capable of improving patient retention within a traditionally high-cost population. A renewed focus on patient retention— employing the metrics described here— could bolster chronic care efforts and significantly improve the outcomes of high-cost programs by reducing the deleterious effects of missed and inconsistent appointments.
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Affiliation(s)
- Phillip Groden
- Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levey Place, Box 1199, New York, NY, 10029, USA.
| | - Alexandra Capellini
- Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levey Place, Box 1199, New York, NY, 10029, USA
| | - Erica Levine
- Arnhold Institute for Global Health, Icahn School of Medicine at Mount Sinai, 1216 5th Avenue, Box 1199, New York, NY, 10029, USA
| | - Ania Wajnberg
- Department of General Internal Medicine, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, Box 1087, New York, NY, 10029, USA
| | - Maria Duenas
- Department of General Internal Medicine, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, Box 1087, New York, NY, 10029, USA
| | - Sire Sow
- Department of General Internal Medicine, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, Box 1087, New York, NY, 10029, USA
| | - Bernard Ortega
- Department of General Internal Medicine, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, Box 1087, New York, NY, 10029, USA
| | - Nia Medder
- Department of General Internal Medicine, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, Box 1087, New York, NY, 10029, USA
| | - Sandeep Kishore
- School of Medicine, University of California San Francisco, 533 Parnassus Ave, San Francisco, CA, 94143, USA
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Saldivar P, Mira V, Duran P, Moldovan C, Ang G, Parikh N, Lee ML, Friedman TC. Implementing texting programs in the P.O.W.E.R. (preventing obesity with eating right) medical group visit for weight loss. Obes Sci Pract 2021; 7:583-590. [PMID: 34631136 PMCID: PMC8488446 DOI: 10.1002/osp4.513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 03/23/2021] [Accepted: 03/24/2021] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND The effect of incorporating mobile technology to support participants' lifestyle change and weight loss in medical group visits has not been well studied in a safety-net setting. RATIONALE AND DESIGN Thus, the rationale of the current study was to examine the effect of text messaging in a medical group visit, and test the effect of two texting programs (12 weeks and 20 weeks), compared to those who did not receive text-messaging in the Preventing Obesity With Eating Right (POWER) group visit program. The primary outcome was weight loss. RESULTS We found that those enrolled in the 20-week and 12-week texting programs attended more group visit sessions than those enrolled in the POWER group only (p < 0.001). Both POWER and POWER + 20-week texting groups had a significant reduction in weight at their final group visit compared to their baseline (POWER, 114 ± 27 kg vs. 112 ± 26 kg, p < 0.001; POWER + 20-week texting, 111 ± 28 kg vs. 109 ± 28 kg, p < 0.01), but not the 12-week texting group (114 ± 29 kg vs. 113 ± 29 kg, p = 0.22), with no differences between the groups. The number of group visits was correlated with a decrease in weight (rs = 0.12, p < 0.05). CONCLUSION In conclusion, text messaging programs led to more attendance in the medical group visits, but not greater weight loss or reduction in HbA1c than the POWER group obesity program alone. Further studies are needed to maximize the beneficial effects of texting programs in medical group visits in underserved minority populations.
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Affiliation(s)
- Perla Saldivar
- Division of Endocrinology, Metabolism, and Molecular Medicine, Department of Internal MedicineCharles R. Drew University of Medicine and ScienceLos AngelesCaliforniaUSA
| | - Valerie Mira
- Division of Endocrinology, Metabolism, and Molecular Medicine, Department of Internal MedicineCharles R. Drew University of Medicine and ScienceLos AngelesCaliforniaUSA
| | - Petra Duran
- Division of Endocrinology, Metabolism, and Molecular Medicine, Department of Internal MedicineCharles R. Drew University of Medicine and ScienceLos AngelesCaliforniaUSA
| | - Christina Moldovan
- Division of Endocrinology, Metabolism, and Molecular Medicine, Department of Internal MedicineCharles R. Drew University of Medicine and ScienceLos AngelesCaliforniaUSA
| | - Georgina Ang
- Division of Endocrinology, Metabolism, and Molecular Medicine, Department of Internal MedicineCharles R. Drew University of Medicine and ScienceLos AngelesCaliforniaUSA
| | | | - Martin L. Lee
- Division of Endocrinology, Metabolism, and Molecular Medicine, Department of Internal MedicineCharles R. Drew University of Medicine and ScienceLos AngelesCaliforniaUSA
| | - Theodore C. Friedman
- Division of Endocrinology, Metabolism, and Molecular Medicine, Department of Internal MedicineCharles R. Drew University of Medicine and ScienceLos AngelesCaliforniaUSA
- Martin Luther King Jr. Outpatient CenterLos AngelesCaliforniaUSA
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Mekonnen ZA, Gelaye KA, Were M, Tilahun B. Effect of Mobile Phone Text Message Reminders on the Completion and Timely Receipt of Routine Childhood Vaccinations: Superiority Randomized Controlled Trial in Northwest Ethiopia. JMIR Mhealth Uhealth 2021; 9:e27603. [PMID: 34128813 PMCID: PMC8277338 DOI: 10.2196/27603] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 04/18/2021] [Accepted: 05/11/2021] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Nonattendance at vaccination appointments is a big challenge for health workers as it is difficult to track routine vaccination schedules. In Ethiopia, 3 out of 10 children have incomplete vaccination and the timely receipt of the recommended vaccines is low. Thus, innovative strategies are required to reach the last mile where mobile technology can be effectively utilized to achieve better compliance. Despite this promising technology, little is known about the role of text message-based mobile health interventions in improving the complete and timely receipt of routine childhood vaccinations in Ethiopia. OBJECTIVE This trial aimed to determine the effect of mobile phone text message reminders on the completion and timely receipt of routine childhood vaccinations in northwest Ethiopia. METHODS A two-arm, parallel, superiority randomized controlled trial was conducted in 9 health facilities in northwest Ethiopia. A sample size of 434 mother-infant pairs was considered in this trial. Randomization was applied in selected health facilities during enrollment with a 1:1 allocation ratio by using sealed and opaque envelopes. Participants assigned to the intervention group received mobile phone text message reminders one day before the scheduled vaccination visits. Owing to the nature of the intervention, blinding of participants was not possible. Primary outcomes of full and timely completion of vaccinations were measured objectively at 12 months. A two-sample test of proportion and log-binomial regression analyses were used to compare the outcomes between the study groups. A modified intention-to-treat analysis approach was applied and a one-tailed test was reported, considering the superiority design of the trial. RESULTS A total of 426 participants were included for the analysis. We found that a higher proportion of infants in the intervention group received Penta-3 (204/213, 95.8% vs 185/213, 86.9%, respectively; P<.001), measles (195/213, 91.5% vs 169/213, 79.3%, respectively; P<.001), and full vaccination (176/213, 82.6% vs 151/213, 70.9%, respectively; P=.002; risk ratio 1.17, 95% lower CI 1.07) compared to infants in the usual care group. Similarly, a higher proportion of infants in the intervention group received Penta-3 (181/204, 88.7% vs 128/185, 69.2%, respectively; P<.001), measles (170/195, 87.1% vs 116/169, 68.6%, respectively; P<.001), and all scheduled vaccinations (135/213, 63.3% vs 85/213, 39.9%, respectively; P<.001; risk ratio 1.59, 95% lower CI 1.35) on time compared to infants in the usual care group. Of the automatically sent 852 mobile phone text messages, 764 (89.7%) were delivered successfully to the participants. CONCLUSIONS Mobile phone text message reminders significantly improved complete and timely receipt of all recommended vaccines. Besides, they had a significant effect in improving the timely receipt of specific vaccines. Thus, text message reminders can be used to supplement the routine immunization program in resource-limited settings. Considering different contexts, studies on the implementation challenges of mobile health interventions are recommended. TRIAL REGISTRATION Pan African Clinical Trial Registry PACTR201901533237287; https://pactr.samrc.ac.za/TrialDisplay.aspx?TrialID=5839.
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Affiliation(s)
- Zeleke Abebaw Mekonnen
- Department of Health Informatics, Institute of Public Health, University of Gondar, Gondar, Ethiopia
| | - Kassahun Alemu Gelaye
- Department of Epidemiology and Biostatistics, Institute of Public Health, University of Gondar, Gondar, Ethiopia
| | - Martin Were
- Department of Biomedical Informatics, Vanderbilt Medical Center, Nashville, TN, United States
| | - Binyam Tilahun
- Department of Health Informatics, Institute of Public Health, University of Gondar, Gondar, Ethiopia
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Mekonnen ZA, Gelaye KA, Were MC, Tilahun B. Mothers intention and preference to use mobile phone text message reminders for child vaccination in Northwest Ethiopia. BMJ Health Care Inform 2021; 28:e100193. [PMID: 33608258 PMCID: PMC7898827 DOI: 10.1136/bmjhci-2020-100193] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 12/29/2020] [Accepted: 02/03/2021] [Indexed: 01/05/2023] Open
Abstract
OBJECTIVES With the unprecedented penetration of mobile devices in the developing world, mHealth applications are being leveraged for different health domains. Among the different factors that affect the use of mHealth interventions is the intention and preference of end-users to use the system. This study aimed to assess mother's intention and preference to use text message reminders for vaccination in Ethiopia. METHODS A cross-sectional study was conducted among 460 mothers selected through a systematic random sampling technique. Initially, descriptive statistics were computed. Binary logistic regression analysis was also used to assess factors associated with the outcome variable. RESULTS In this study, of the 456 mothers included for analysis, 360 (78.9%) of mothers have intention to use text message reminders for vaccination. Of these, 270 (75%) wanted to receive the reminders a day before the vaccination due date. Mothers aged 35 years or more (AOR=0.35; 95% CI: 0.15 to 0.83), secondary education and above (AOR=4.43; 95% CI: 2.05 to 9.58), duration of mobile phone use (AOR=3.63; 95% CI: 1.66 to 7.94), perceived usefulness (AOR=6.37; 95% CI: 3.13 to 12.98) and perceived ease of use (AOR=3.85; 95% CI: 2.06 to 7.18) were predictors of intention to use text messages for vaccination. CONCLUSION In conclusion, majority of mothers have the intention to use text message reminders for child vaccination. Mother's age, education, duration of mobile phone use, perceived usefulness and perceived ease of use were associated with intention of mothers to use text messages for vaccination. Considering these predictors and user's preferences before developing and testing text message reminder systems is recommended.
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Affiliation(s)
- Zeleke Abebaw Mekonnen
- Department of Health Informatics, Institute of Public Health,College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Kassahun Alemu Gelaye
- Department of Epidemiology and Biostatistics, Institute of Public Health,College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Martin C Were
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Binyam Tilahun
- Department of Health Informatics, Institute of Public Health,College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
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Park J, Liang M, Alpert JM, Brown RF, Zhong X. The Causal Relationship Between Portal Usage and Self-Efficacious Health Information-Seeking Behaviors: Secondary Analysis of the Health Information National Trends Survey Data. J Med Internet Res 2021; 23:e17782. [PMID: 33502334 PMCID: PMC7875689 DOI: 10.2196/17782] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 09/25/2020] [Accepted: 12/21/2020] [Indexed: 01/26/2023] Open
Abstract
Background Patient portals have drawn much attention, as they are considered an important tool for health providers in facilitating patient engagement. However, little is known about whether the intensive use of patient portals contributes to improved management of patients’ health in terms of their confidence in acquiring health information and exercising self-care. There is a lack of randomized trials with these outcomes measured both pre- and postadoption of patient portals. Objective The aim of this study was to examine the causal relationship between the usage of patient portals and patients’ self-efficacy toward obtaining health information and performing self-care. Methods This study was a secondary data analysis that used data from a US national survey, the National Cancer Institute’s Health Information National Trends Survey 5 Cycle 1. Patient portal usage frequency was used to define the treatment. Survey items measuring self-efficacy on a Likert-type scale were selected as the main outcomes, including patients’ confidence in obtaining health information and performing self-care. To establish causality using survey data, we adopted the instrumental variables method. To determine the direction of the causal relationship in the presence of high-dimensional confounders, we further proposed a novel testing framework that employs conditional independence tests in a directed acyclic graph. The average causal effect was measured using the two-stage least squares regression method. Results We showed that frequently using patient portals improves patients’ confidence in obtaining health information. The estimand of the weighted average causal effect was 0.14 (95% CI 0.06-0.23; P<.001). This means that when increasing the portal usage intensity, for instance, from 1-2 times to 3-5 times per year, the expected average increase in confidence level measured on a Likert-type scale would be 0.14. However, we could not conclusively determine the causal effect between patient portal usage and patients’ confidence in exercising self-care. Conclusions The results support the use of patient portals and encourage better support and education to patients. The proposed statistical method can be used to exploit the potential of national survey data for causal inference studies.
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Affiliation(s)
- Jaeyoung Park
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, United States
| | - Muxuan Liang
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States
| | - Jordan M Alpert
- Department of Advertising, University of Florida, Gainesville, FL, United States
| | - Richard F Brown
- Department of Health Behavior and Policy, Virginia Commonwealth University School of Medicine, Richmond, VA, United States
| | - Xiang Zhong
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, United States
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Widnall J, Capstick T, Wijesekera M, Messahel S, Perry DC. Pain scores in torus fractures: Using text messages as an outcome collection tool. Bone Jt Open 2020; 1:3-7. [PMID: 33215100 PMCID: PMC7659672 DOI: 10.1302/2633-1462.12.bjo-2019-0002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Aims This study sought to estimate the clinical outcomes and describe the nationwide variation in practice, as part of the feasibility workup for a National Institute for Health and Care Excellence (NICE) recommended randomized clinical trial to determine the optimal treatment of torus fractures of the distal radius in children. Methods Prospective data collection on torus fractures presenting to our emergency department. Patient consent and study information, including a copy of the Wong-Baker Faces pain score, was issued at the first patient contact. An automated text message service recorded pain scores at days 0, 3, 7, 21, and 42 postinjury. A cross-sectional survey of current accident and emergency practice in the UK was also undertaken to gauge current practice following the publication of NICE guidance. Results In all, 30 patients with a mean age of 8.9 years were enrolled over a six-week period. Of the 150 potential data points, data was captured in 146, making the data 97.3% complete. Pain scores were recorded at day 0 (mean 6.5 (95% confidence interval (CI) 5.7 to 7.3)), day 3 (4.4 (95% CI 3.5 to 5.2)), day 7 (3.0 (95% CI 2.3 to 3.6)), day 21 (1.2 (95% CI 0.7 to 1.7)) and day 42 (0.4 (95% CI 0.1 to 0.7)). Of the 100 units who participated in the nationwide survey, 38% were unaware of any local or national protocols regarding torus fractures, 41% treated torus fractures with cast immobilization, and over 60% of patients had follow-up arranged, both contradictory to national guidelines. Conclusion We have demonstrated the severity, recovery trajectory, and variation in pain scores among children with torus fractures. We demonstrate excellent follow-up of patient outcomes using text messages. Despite national guidelines, there is significant variation in practice. This data directly informed the development of an ongoing nationwide randomized clinical trial - the FORearm Fracture Recovery in Children Evaluation (FORCE) study.
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Affiliation(s)
- James Widnall
- Alder Hey Children's Hospital NHS Trust, Liverpool, UK
| | | | | | | | - Daniel C Perry
- Institute of Translational Medicine, University of Liverpool, Alder Hey Children's Hospital NHS Trust, Liverpool, UK
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Rogers BD, Shy C, Rampgopal R, Hengehold T, Almuhaidb A, Weaver M, Quader F, Roediger R, Walker T, Gyawali CP, Sayuk GS. Patient Engagement with Interactive Text Message System Improves Successful Colonoscopy Rates in an Outpatient Endoscopy Center. Dig Dis 2020; 39:399-406. [PMID: 32961537 DOI: 10.1159/000511767] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 09/21/2020] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Text message-based interventions reduce colonoscopy no-show rates and improve bowel preparation scores. In this non-randomized study, we assessed whether an interactive text messaging system could improve colonoscopy outcomes. METHODS Colonoscopy pre-procedural instructions were programmed into a dedicated software platform created for this study. In the intervention arm, text messages were sent to veterans during a 4-week study period. Validated pre-procedural satisfaction questionnaires were completed by patients during standard protocol and intervention periods. Demographics and colonoscopy outcomes data were compared between the standard protocol and intervention arms, including procedure completion rate on scheduled date, Boston bowel preparation score (BPPS), adenoma detection rate, and satisfaction. RESULTS Of 241 patients, 128 were in the standard protocol arm and 113 in the intervention arm. Higher proportions of patients receiving text messages underwent colonoscopy on their scheduled date (69.9%) compared to the ones in the standard protocol (50.8%, p = 0.015). Patients with ≥3 interactions with the system had 80.6% likelihood of completing colonoscopy on the scheduled date compared to 56.9% with <3 interactions and 50.8% with standard protocol (p < 0.001). Frequency of interaction with the system was similar between older (>65 years) and younger patients (p = 1.0). Among older patients, colonoscopy was completed successfully in 84.2% when alert-based human interactions occurred compared to 65.6% in those without and 47.9% with standard protocol (p = 0.018). More than 90% indicated they would recommend the system to patients undergoing future colonoscopy. CONCLUSION An interactive text messaging system improves successful colonoscopy rates in a VA setting, with greatest impact in older patients.
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Affiliation(s)
- Benjamin D Rogers
- Division of Gastroenterology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Corey Shy
- Department of Internal Medicine, Washington University School of Medicine, St Louis, Missouri, USA
| | - Rajeev Rampgopal
- Division of Gastroenterology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Tricia Hengehold
- Department of Internal Medicine, Washington University School of Medicine, St Louis, Missouri, USA
| | - Aymen Almuhaidb
- Division of Gastroenterology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Michael Weaver
- Division of Gastroenterology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Farhan Quader
- Division of Gastroenterology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Rebecca Roediger
- Division of Gastroenterology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Ted Walker
- Division of Gastroenterology, Washington University School of Medicine, St Louis, Missouri, USA
| | - C Prakash Gyawali
- Division of Gastroenterology, Washington University School of Medicine, St Louis, Missouri, USA
| | - Gregory S Sayuk
- Division of Gastroenterology, Washington University School of Medicine, St Louis, Missouri, USA.,Division of Gastroenterology, John Cochran Veteran's Administration Medical Center, St Louis, Missouri, USA
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Berliner Senderey A, Kornitzer T, Lawrence G, Zysman H, Hallak Y, Ariely D, Balicer R. It's how you say it: Systematic A/B testing of digital messaging cut hospital no-show rates. PLoS One 2020; 15:e0234817. [PMID: 32574181 PMCID: PMC7310733 DOI: 10.1371/journal.pone.0234817] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 06/02/2020] [Indexed: 11/19/2022] Open
Abstract
Failure to attend hospital appointments has a detrimental impact on care quality. Documented efforts to address this challenge have only modestly decreased no-show rates. Behavioral economics theory has suggested that more effective messages may lead to increased responsiveness. In complex, real-world settings, it has proven difficult to predict the optimal message composition. In this study, we aimed to systematically compare the effects of several pre-appointment message formats on no-show rates. We randomly assigned members from Clalit Health Services (CHS), the largest payer-provider healthcare organization in Israel, who had scheduled outpatient clinic appointments in 14 CHS hospitals, to one of nine groups. Each individual received a pre-appointment SMS text reminder five days before the appointment, which differed by group. No-show and advanced cancellation rates were compared between the eight alternative messages, with the previously used generic message serving as the control. There were 161,587 CHS members who received pre-appointment reminder messages who were included in this study. Five message frames significantly differed from the control group. Members who received a reminder designed to evoke emotional guilt had a no-show rates of 14.2%, compared with 21.1% in the control group (odds ratio [OR]: 0.69, 95% confidence interval [CI]: 0.67, 0.76), and an advanced cancellation rate of 26.3% compared with 17.2% in the control group (OR: 1.2, 95% CI: 1.19, 1.21). Four additional reminder formats demonstrated significantly improved impact on no-show rates, compared to the control, though not as effective as the best performing message format. Carefully selecting the narrative of pre-appointment SMS reminders can lead to a marked decrease in no-show rates. The process of a/b testing, selecting, and adopting optimal messages is a practical example of implementing the learning healthcare system paradigm, which could prevent up to one-third of the 352,000 annually unattended appointments in Israel.
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Affiliation(s)
- Adi Berliner Senderey
- Clalit Research Institute, Clalit Health Services, Tel Aviv, Israel
- The Faculty of Industrial Engineering and Management, Technion–Israel Institute of Technology, Haifa, Israel
- * E-mail:
| | | | - Gabriella Lawrence
- Clalit Research Institute, Clalit Health Services, Tel Aviv, Israel
- Braun School of Public Health, Hebrew University–Hadassah Medical Center, Jerusalem, Israel
| | | | - Yael Hallak
- Fuqua School of Business, Duke University, Durham, North Carolina, United States of America
| | - Dan Ariely
- Kayma Labs, kayma, Tel Aviv, Israel
- Fuqua School of Business, Duke University, Durham, North Carolina, United States of America
| | - Ran Balicer
- Clalit Research Institute, Clalit Health Services, Tel Aviv, Israel
- Public Health Department, Ben Gurion University of the Negev, Be’er Sheva, Israel
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Determinants of loss to follow-up among HIV positive patients receiving antiretroviral therapy in a test and treat setting: A retrospective cohort study in Masaka, Uganda. PLoS One 2020; 15:e0217606. [PMID: 32255796 PMCID: PMC7138304 DOI: 10.1371/journal.pone.0217606] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Accepted: 03/15/2020] [Indexed: 12/20/2022] Open
Abstract
Background Retaining patients starting antiretroviral therapy (ART) and ensuring good adherence remain cornerstone of long-term viral suppression. In this era of test and treat (T&T) policy, ensuring that patients starting ART remain connected to HIV clinics is key to achieve the UNAIDS 90-90-90 targets. Currently, limited studies have evaluated the effect of early ART initiation on loss to follow up in a routine health care delivery setting. We studied the cumulative incidence, incidence rate of loss to follow up (LTFU), and factors associated with LTFU in a primary healthcare clinic that has practiced T&T since 2012. Methods We retrospectively analyzed extracted routine program data on patients who started ART from January 2012 to 4th July 2016. We defined LTFU as failure of a patient to return to the HIV clinic for at least 90 days from the date of their last appointment. We calculated cumulative incidence, incidence rate and fitted a multivariable Cox proportion hazards regression model to determine factors associated with LTFU. Results Of the 7,553 patients included in our sample, 3,231 (42.8%) started ART within seven days following HIV diagnosis. There were 1,180 cases of LTFU observed over 15,807.7 person years at risk. The overall incidence rate (IR) of LTFU was 7.5 (95% CI, 7.1–7.9) per 100 person years of observation (pyo). Cumulative incidence of LTFU increased with duration of follow up from 8.9% (95% CI, 8.2–9.6%) at 6 months to 20.2% (95% CI, 19.0–21.4%) at 48 months. Predictors of elevated risk of LTFU were: starting ART within 7 days following HIV diagnosis ((aHR) = 1.69, 95% CI, 1.50–1.91), lack of a telephone set (aHR = 1.52, 95% CI, 1.35–1.71), CD4 cell count of 200–350μ/ml (aHR = 1.21, 95% CI, 1.01–1.45) and baseline WHO clinical stage 3 or 4 (aHR = 1.35, 95% CI, 1.10–1.65). Factors associated with a reduced risk of LTFU were: baseline age ≥25 years (aHR ranging from 0.62, 95% CI, 0.47–0.81 for age group 25–29 years to 0.24, 95% CI, 0.13–0.44 for age group ≥50 years), at least primary education level (aHR ranging from aHR = 0.77, 95% CI, 0.62–0.94 for primary education level to 0.50, 95% CI, 0.34–0.75 for post-secondary education level), and having a BMI ≥ 30 (aHR = 0.28, 95% CI, 0.15–0.51). Conclusion The risk of loss to follow up increased with time and was higher among patients who started ART within seven days following HIV diagnosis, higher among patients without a telephone set, lower among patients aged ≥ 25 years, lower among patients with at least primary education and lower among patients with BMI of ≥ 30. In this era of T&T, it will be important for HIV programs to initiate and continue enhanced therapeutic education programs that target high risk groups, as well as leveraging on mHealth to improve patients’ retention on ART throughout the cascade of care.
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Zhong X, Park J, Liang M, Shi F, Budd PR, Sprague JL, Dewar MA. Characteristics of Patients Using Different Patient Portal Functions and the Impact on Primary Care Service Utilization and Appointment Adherence: Retrospective Observational Study. J Med Internet Res 2020; 22:e14410. [PMID: 32130124 PMCID: PMC7064955 DOI: 10.2196/14410] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Revised: 11/07/2019] [Accepted: 11/12/2019] [Indexed: 12/23/2022] Open
Abstract
Background Patient portals are now widely available and increasingly adopted by patients and providers. Despite the growing research interest in patient portal adoption, there is a lack of follow-up studies describing the following: whether patients use portals actively; how frequently they use distinct portal functions; and, consequently, what the effects of using them are, the understanding of which is paramount to maximizing the potential of patient portals to enhance care delivery. Objective To investigate the characteristics of primary care patients using different patient portal functions and the impact of various portal usage behaviors on patients’ primary care service utilization and appointment adherence. Methods A retrospective, observational study using a large dataset of 46,544 primary care patients from University of Florida Health was conducted. Patient portal users were defined as patients who adopted a portal, and adoption was defined as the status that a portal account was opened and kept activated during the study period. Then, users were further classified into different user subgroups based on their portal usage of messaging, laboratory, appointment, and medication functions. The intervention outcomes were the rates of primary care office visits categorized as arrived, telephone encounters, cancellations, and no-shows per quarter as the measures of primary care service utilization and appointment adherence. Generalized linear models with a panel difference-in-differences study design were then developed to estimate the rate ratios between the users and the matched nonusers of the four measurements with an observational window of up to 10 quarters after portal adoption. Results Interestingly, a high propensity to adopt patient portals does not necessarily imply more frequent use of portals. In particular, the number of active health problems one had was significantly negatively associated with portal adoption (odds ratios [ORs] 0.57-0.86, 95% CIs 0.51-0.94, all P<.001) but was positively associated with portal usage (ORs 1.37-1.76, 95% CIs 1.11-2.22, all P≤.01). The same was true for being enrolled in Medicare for portal adoption (OR 0.47, 95% CI 0.41-0.54, P<.001) and message usage (OR 1.44, 95% CI 1.03-2.03, P=.04). On the impact of portal usage, the effects were time-dependent and specific to the user subgroup. The most salient change was the improvement in appointment adherence, and patients who used messaging and laboratory functions more often exhibited a larger reduction in no-shows compared to other user subgroups. Conclusions Patients differ in their portal adoption and usage behaviors, and the portal usage effects are heterogeneous and dynamic. However, there exists a lack of match in the patient portal market where patients who benefit the most from patient portals are not active portal adopters. Our findings suggest that health care delivery planners and administrators should remove the barriers of adoption for the portal beneficiaries; in addition, they should incorporate the impact of portal usage into care coordination and workflow design, ultimately aligning patients’ and providers’ needs and functionalities to effectively deliver patient-centric care.
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Affiliation(s)
- Xiang Zhong
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, United States
| | - Jaeyoung Park
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, United States
| | - Muxuan Liang
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States
| | - Fangyun Shi
- University of Florida Health Physicians, Gainesville, FL, United States
| | - Pamela R Budd
- University of Florida Health Physicians, Gainesville, FL, United States
| | - Julie L Sprague
- University of Florida Health Physicians, Gainesville, FL, United States
| | - Marvin A Dewar
- University of Florida Health Physicians, Gainesville, FL, United States
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Silverman-Lloyd LG, Dominguez Cortez J, Godage SK, Valenzuela Araujo D, Rivera T, Polk S, DeCamp LR. Immigrant Latino parents demonstrated high interactivity with pediatric primary care text messaging intervention. Mhealth 2020; 6:45. [PMID: 33209916 PMCID: PMC7656102 DOI: 10.21037/mhealth.2020.01.06] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2019] [Accepted: 01/16/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The majority of Latino immigrants have been shown to have a mobile phone. Cellular phones offer a low-cost method of reaching larger populations and have the potential for increased tailoring and interactivity. This supports the development of mHealth interventions to address healthcare disparities in this population. In this study we sought to evaluate the feasibility and acceptability of interactive Spanish-language text messages sent throughout a child's first year of life in a low-income, limited-English proficient (LEP) Latino population to support families in accessing and using pediatric primary care more effectively. METHODS Participants (n=79) received interactive text messages over a period of 12 months as a part of a multi-modal mHealth intervention conducted at an urban academic pediatric primary care practice. Inclusion criteria were: singleton infant <2 months of age, enrollment in public health insurance, parent age >18, parent preferred healthcare language of Spanish, and at least one household cellular phone. Interactive text messages were designed to promote increased healthcare engagement and prompted participant responses through preprogramed algorithms. Text message sequences included clinic appointment reminders, support for obtaining medicine and completing referral appointments, monitoring of illness care needs and use, and parent support program reminders. Descriptive analyses were used to examine text message volume, usability, and participant response to text sequences. RESULTS Among participants, mean parent age was 30.1 years (SD: 6.1 years); mean years in the US was 7.5 years (SD: 5.1 years). 63.3% of parents had less than a high school education and 84.8% of parents had possible/high likelihood of limited health literacy. Participants completed the majority of sequences with appointment reminder sequences having the quickest response time. The top quartile of responders completed 88.3% of sequences; lower educational attainment was associated with lower text message sequence completion. Participants rated the program positively, especially the appointment reminders. CONCLUSIONS LEP Latino parents successfully engaged with interactive Spanish-language text sequences and parent acceptability was high. This study demonstrates feasibility for interventions employing this technology. Text message interventions may be a feasible approach to reduce healthcare disparities and costs for vulnerable populations.
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Affiliation(s)
- Luke G. Silverman-Lloyd
- University of California, Berkeley-University of California, San Francisco Joint Medical Program, Berkeley, CA, USA
| | - Jose Dominguez Cortez
- Johns Hopkins Center for Health/Salud and Opportunity for Latinos, Baltimore, MD, USA
| | | | | | - Tatiahna Rivera
- Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - Sarah Polk
- Johns Hopkins Center for Health/Salud and Opportunity for Latinos, Baltimore, MD, USA
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lisa Ross DeCamp
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO, USA
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24
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DeCamp LR, Godage SK, Valenzuela Araujo D, Dominguez Cortez J, Wu L, Psoter KJ, Quintanilla K, Rivera Rodríguez T, Polk S. A Texting Intervention in Latino Families to Reduce ED Use: A Randomized Trial. Pediatrics 2020; 145:peds.2019-1405. [PMID: 31879276 DOI: 10.1542/peds.2019-1405] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/16/2019] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Latino children in immigrant families experience health care disparities. Text messaging interventions for this population may address disparities. The objective of this study was to evaluate the impact of a Spanish-language text messaging intervention on infant emergency department use and well care and vaccine adherence. METHODS The Salud al Día intervention, an educational video and interactive text messages throughout the child's first year of life, was evaluated via randomized controlled trial conducted in an urban, academic pediatric primary care practice from February 2016 to December 2017. Inclusion criteria were publicly insured singleton infant <2 months of age; parent age >18, with Spanish as the preferred health care language; and at least 1 household cellular phone. Primary outcomes were abstracted from the electronic medical record at age 15 months. Intention-to-treat analyses were used. RESULTS A total of 157 parent-child dyads were randomly assigned to Salud al Día (n = 79) or control groups (n = 78). Among all participants, mean parent age was 29.3 years (SD: 6.2 years), mean years in the United States was 7.3 (SD: 5.3 years), and 87% of parents had limited or marginal health literacy. The incidence rate ratio for emergency department use for the control versus intervention group was 1.48 (95% confidence interval: 1.04-2.12). A greater proportion of intervention infants received 2 flu vaccine doses compared with controls (81% vs 67%; P = .04). CONCLUSIONS This Spanish-language text messaging intervention reduced emergency department use and increased flu vaccine receipt among a population at high risk for health care disparities. Tailored text message interventions are a promising method for addressing disparities.
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Affiliation(s)
- Lisa Ross DeCamp
- Center for Salud/Health and Opportunity for Latinos and .,Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Sashini K Godage
- Harvard Medical School, Harvard University, Boston, Massachusetts
| | | | | | - Linxuan Wu
- Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Kevin J Psoter
- Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | | | | | - Sarah Polk
- Center for Salud/Health and Opportunity for Latinos and.,Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland
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Mekonnen ZA, Hussien FN, Tilahun B, Gelaye KA, Mamuye A. Development of automated text-message reminder system to improve uptake of child vaccination in Ethiopia. Online J Public Health Inform 2019; 11:e15. [PMID: 31632609 PMCID: PMC6788892 DOI: 10.5210/ojphi.v11i2.10244] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
INTRODUCTION Non-attendance and delay for vaccination schedules remains a big challenge to healthcare workers. Among the frequently mentioned reasons for missed vaccination in children is forgetfulness of caretakers to show up in vaccination schedules. This necessitates developing an automated reminder system with integration of mobile technologies. OBJECTIVES This paper aimed to develop and test an automated mobile text message reminder system in the local context of Ethiopia. METHODS This system is developed using iterative development process through phases of requirement analysis, design, development, testing and refinement. Requirement gathering was done before development of the system. Front end application was developed using java technologies while back end applications were developed with oracle database. Finally, pilot testing of the automated reminder system was done on 30 participants. RESULTS The automated system has been developed based on requirements. The text message reminder system has two components: 1. Web based application for client registration and automatic reminder scheduling; 2. SMS application for automatic SMS text messaging. In the pilot testing, all the text messages (100%) were dispatched from the automated system to the respective participants. Finally, the system has shown a notification that the text messages have been sent successfully. CONCLUSION Text message reminder system has been developed for routine childhood immunization program in Ethiopian context. Text message based mHealth interventions should be carefully designed, developed, tested and refined before actual implementation.
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Affiliation(s)
- Zeleke Abebaw Mekonnen
- Department of health informatics, Institute of Public Health, University of
Gondar, Gondar, Ethiopia
| | | | - Binyam Tilahun
- Department of health informatics, Institute of Public Health, University of
Gondar, Gondar, Ethiopia
| | - Kassahun Alemu Gelaye
- Department of Epidemiology and Biostatistics,
Institute of Public Health, University of Gondar, Gondar,
Ethiopia
| | - Adane Mamuye
- Department of computer science, Faculty of
Informatics, University of Gondar, Gondar, Ethiopia
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Richter JM, Ha JB, Marx M, Campbell EJ, Pandolfi MC. A Digital Preprocedure Instruction Program for Outpatient Colonoscopy. Telemed J E Health 2019; 26:468-476. [PMID: 31298628 DOI: 10.1089/tmj.2019.0050] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Introduction: Many patients struggle with colonoscopy preparation, which is complex and can be an uncomfortable as well as a time-consuming process. The confusion and anxiety from the preprocedure process may lead patients to delay their colonoscopy or skip it altogether. Digital health technology that focuses on patient engagement can play an important role in promoting colorectal cancer screening. Methods: A digital preprocedure instruction program was implemented for outpatient colonoscopy by sending critical reminders and instructions to patients through a series of short message service messages and/or emails. Eligible patients included English speakers on GoLYTELY®/NuLYTELY® or MiraLAX® preparation regimens with a valid cellphone or email address in the electronic health record. We examined the impact of digital instructions on bowel preparation quality, no-show and same-day cancellations over a 3-month period between an intervention group of 756 patients and a control group of 2,103 patients. Patients who enrolled in the digital instructions also received a patient satisfaction survey. Results: Our controlled study demonstrated the effectiveness of digital instructions to reduce no-show and same-day cancellation rates for outpatient colonoscopy from 10.40% to 6.08% (p < 0.001). Bowel preparation quality was not significantly different between the two groups (p = 0.23). However, 90% of patients who enrolled in the program rated their satisfaction with the digital reminders very highly. Discussion: A digital preprocedure instruction program can have a positive impact on operational efficiency, quality of care, and patient satisfaction. This study shows how digital health tools can effectively engage patients scheduled for a colonoscopy, increase appointment adherence, and, therefore, lead to better cancer screening.
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Affiliation(s)
- James M Richter
- Division of Gastroenterology, Massachusetts General Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Jasmine B Ha
- Division of Gastroenterology, Massachusetts General Hospital, Boston, Massachusetts
| | - Madeline Marx
- Division of Gastroenterology, Massachusetts General Hospital, Boston, Massachusetts
| | - Emily J Campbell
- Division of Gastroenterology, Massachusetts General Hospital, Boston, Massachusetts
| | - Michael C Pandolfi
- Division of Gastroenterology, Massachusetts General Hospital, Boston, Massachusetts
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Selig DJ, Collins J, Church TL, Zeman J. An Editorial Review of Mobile Health: Implications for the US Military Health System. Mil Med 2019; 184:e253-e258. [DOI: 10.1093/milmed/usz073] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Revised: 12/31/2018] [Accepted: 03/15/2019] [Indexed: 11/14/2022] Open
Abstract
Abstract
Introduction
The United States Military Health System provides healthcare to a diverse patient population throughout the world. There are three distinct challenges that the Military Health System faces. (1) Providers have varying degrees of clinical training expertise and may be called upon to practice outside their usual scope of care. (2) There is geographic isolation of patients and providers with limited resources while stationed overseas. (3) Patients are at higher risk of breaks in continuity of care because of permanent change of duty stations, deployments, and retirement.
Materials and Methods
In this article we review the history of mobile health in both the civilian and military sectors, and how mobile health may be used to address the challenges unique to the United States Military Health System.
Results
There are many good initiatives in military mobile health, however they are decentralized and different across the services and military treatment facilities. We describe some military specific success stories with improving patient access to care and disease specific mobile health applications implemented.
Conclusions
Mobile health is a powerful platform which can help deliver standardized care in missions around the world and improve access to care for patients at military treatment facilities in the United States. The United States Military Health System would benefit greatly from creating universal mobile health applications to assist providers in patient access to care, military mission readiness, and disease specific modules. Future resources should be dedicated to the development of a mobile health application pool that is universally implemented across services to improve quality of care delivered at home and in theater by military providers.
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Affiliation(s)
- Daniel J Selig
- Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, America Building, Internal Medicine Clinic Floor 2, Bethesda, MD
| | - Jeannette Collins
- Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Arrowhead, Pulmonary Medicine Clinic Floor 1, Bethesda, MD
| | - Tyler L Church
- Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, America Building, Internal Medicine Clinic Floor 2, Bethesda, MD
| | - Joseph Zeman
- Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Arrowhead, Pulmonary Medicine Clinic Floor 1, Bethesda, MD
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Abstract
OBJECTIVE To implement comprehensive screening for child behavior and social determinants of health in an urban pediatric practice and explore rates of referrals and follow-up for positive screens. METHOD Quality improvement methodology was used to implement routine screening using an adapted version of the Survey of Well Being of Young Children, a child behavior and social screen, for all children aged 6 months to 10 years. Rates of screen administration and documentation were assessed for 18 months. Medical records of a convenience sample (N = 349) were reviewed to track referrals and follow-up for positive screens. A secondary analysis explored associations between reported parental concern for their child's behavior and both child behavior symptoms and social stressors. RESULTS Over 18 months, 2028 screens were administered. Screening rates reached 90% after introducing a tablet for screening. Provider documentation of screens averaged 62%. In the convenience sample, 28% scored positive for a behavioral problem, and 25% reported at least 1 social stressor. Of those with positive child behavior or social stressor screens, approximately 80% followed up with their primary medical doctor, and approximately 50% completed referrals to the clinic social worker. Further analysis indicated that referral and follow-up rates varied depending on whether the family identified child behavior or social issues. Logistic regression revealed that parental concern was independently associated with child behavior symptoms (p = 0.001) and social stressors (p = 0.002). CONCLUSION Implementing a comprehensive psychosocial screen is feasible in pediatric primary care and may help target referrals to address psychosocial health needs.
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Zhong X, Liang M, Sanchez R, Yu M, Budd PR, Sprague JL, Dewar MA. On the effect of electronic patient portal on primary care utilization and appointment adherence. BMC Med Inform Decis Mak 2018; 18:84. [PMID: 30326876 PMCID: PMC6192126 DOI: 10.1186/s12911-018-0669-8] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 10/04/2018] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND The objective of this study was to investigate the impact of patient portal adoption on patients' primary care utilization and appointment adherence. METHODS We conducted a retrospective observational study using a panel difference-in-differences (DID) framework to investigate the use of primary care services by patients, adjusting for their disease burden and allowing for time-dependent portal effect. A large dataset with 46,544 patients of University of Florida (UF) Health during the study period July 2013 - June 2016 was used. The main outcome measures are disease burden adjusted rates of office visits arrived, no-show, and cancellation to primary care physicians (PCPs) per quarter between patient portal adopters (denoted as users) and non-users. RESULTS At the time of adoption, the quarterly PCP office visit rate ratio (RR) of patient portal users to non-users was 1.33 (95% CI, 1.27-1.39; p < 0.001). The RRs were between 0.94 to 0.99 up to four quarters after portal adoption (p = 0.749, 0.100, 0.131, and 0.091, respectively), and were significantly less than one at the seventh (RR =0.82; 95% CI, 0.73-0.91; p < 0.001) and the eighth (RR = 0.80; 95% CI, 0.70-0.90; p < 0.001) quarters post adoption. The quarterly no-show rates of the users were significantly smaller (RRs were between 0.60 and 0.83) except for the seventh, eighth and tenth quarters post adoption. In these three quarters, the no-show rates were not significantly changed (p = 0.645, 0.295, and 0.436, respectively). Quarterly cancellation rates were not significantly affected by portal adoption (p > 0.05 for all cases). CONCLUSIONS Patient portal users' disease burden adjusted PCP office visit rate was significantly reduced in one and a half year and thereafter post portal adoption. PCP appointment no-show rate was also significantly reduced and cancellation rate was not affected, implying improved care engagement of patients.
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Affiliation(s)
- Xiang Zhong
- Department of Industrial and Systems Engineering, University of Florida, 482 Weil Hall, PO BOX 116595, Gainesville, FL 32611-6595 USA
| | - Muxuan Liang
- Department of Statistics, University of Wisconsin – Madison, Madison, WI USA
| | - Reynerio Sanchez
- Department of Industrial and Systems Engineering, University of Florida, 482 Weil Hall, PO BOX 116595, Gainesville, FL 32611-6595 USA
| | - Menggang Yu
- Department of Biostatistics & Medical Informatics, University of Wisconsin – Madison, Madison, WI USA
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Shaw S, Wherton J, Vijayaraghavan S, Morris J, Bhattacharya S, Hanson P, Campbell-Richards D, Ramoutar S, Collard A, Hodkinson I, Greenhalgh T. Advantages and limitations of virtual online consultations in a NHS acute trust: the VOCAL mixed-methods study. HEALTH SERVICES AND DELIVERY RESEARCH 2018. [DOI: 10.3310/hsdr06210] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
BackgroundThere is much enthusiasm from clinicians, industry and the government to utilise digital technologies and introduce alternatives to face-to-face consultations.Objective(s)To define good practice and inform digital technology implementation in relation to remote consultations via Skype™ (Microsoft Corporation, Redmond, WA, USA) and similar technologies.DesignMultilevel mixed-methods study of remote video consultations (micro level) embedded in an organisational case study (meso level), taking account of the national context and wider influences (macro level).SettingThree contrasting clinical settings (Diabetes, Antenatal Diabetes and Cancer Surgery) in a NHS acute trust.Data collection and analysisMacro level – interviews with 12 national-level stakeholders combined with document analysis. Meso level – longitudinal organisational ethnography comprising over 300 hours of observations, 24 staff interviews and analysis of 16 documents. Micro level – 30 video-recorded remote consultations; 17 matched audio-recorded face-to-face consultations. Interview and ethnographic data were analysed thematically and theorised using strong structuration theory. Consultations were transcribed verbatim and analysed using the Roter interaction analysis system (RIAS), producing descriptive statistics on different kinds of talk and interaction.ResultsPolicy-makers viewed remote video consultations as a way of delivering health care efficiently in the context of rising rates of chronic illness and growing demand for services. However, the reality of establishing such services in a busy and financially stretched NHS acute trust proved to be far more complex and expensive than anticipated. Embedding new models of care took much time and many resources, and required multiple workarounds. Considerable ongoing effort was needed to adapt and align structures, processes and people within clinics and across the organisation. For practical and safety reasons, virtual consultations were not appropriate for every patient or every consultation. By the end of this study, between 2% and 20% of all consultations were being undertaken remotely in participating clinics. Technical challenges in setting up such consultations were typically minor, but potentially prohibitive. When clinical, technical and practical preconditions were met, virtual consultations appeared to be safe and were popular with both patients and staff. Compared with face-to-face consultations, virtual consultations were very slightly shorter, patients did slightly more talking and both parties sometimes needed to make explicit things that typically remained implicit in a traditional encounter. Virtual consultations appeared to work better when the clinician and the patient knew and trusted each other. Some clinicians used Skype adaptively to support ad hoc clinician-initiated and spontaneous patient-initiated encounters. Other clinicians chose not to use the new service model at all.ConclusionsVirtual consultations appear to be safe, effective and convenient for patients who are preselected by their clinicians as ‘suitable’, but such patients represent a small fraction of clinic workloads. There are complex challenges to embedding virtual consultation services within routine practice in the NHS. Roll-out (across the organisation) and scale-up (to other organisations) are likely to require considerable support.LimitationsThe focus on a single NHS organisation raises questions about the transferability of findings, especially quantitative data on likely uptake rates.Future researchFurther studies on the micro-analysis of virtual consultations and on the spread and scale-up of virtual consulting services are planned.FundingThe National Institute for Health Research Health Services and Delivery Research programme.
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Affiliation(s)
- Sara Shaw
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Joseph Wherton
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | | | | | | | | | | | | | | | - Trisha Greenhalgh
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
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Song JSA, Wozney L, Chorney J, Ishman SL, Hong P. Design and validation of key text messages (Tonsil-Text-To-Me) to improve parent and child perioperative tonsillectomy experience: A modified Delphi study. Int J Pediatr Otorhinolaryngol 2017; 102:32-37. [PMID: 29106872 DOI: 10.1016/j.ijporl.2017.08.029] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 08/24/2017] [Accepted: 08/24/2017] [Indexed: 01/03/2023]
Abstract
OBJECTIVE Parents can struggle while providing perioperative tonsillectomy care for their children at home. Short message service (SMS) technology is an accessible and direct modality to communicate timely, evidence-based recommendations to parents across the perioperative period. This study focused on validating a SMS protocol, Tonsil-Text-To-Me (TTTM), for parents of children undergoing tonsillectomy. METHODS This study used a modified Delphi expert consensus method. Participants were an international sample of 27 clinicians/researchers. Participants rated level of agreement with recommendations across seven perioperative domains, derived systematically from scientific and lay literature. A priori consensus analysis was conducted using threshold criterion. A multidisciplinary team of local clinicians were also individually interviewed to consolidate text messages and implement recurrent suggestions. RESULTS In the modified Delphi panel, 30 statements reached threshold agreement (>3.0 of 4.0); recommendations surrounding diet (3.87) and hygiene (3.83) had the highest level of consensus, while recommendations regarding activity (3.42) and non-pharmacologic pain management (3.55) had the lowest consensus. The 30 statements reconfigured into 12 concise text messages. After further interviews with local clinicians, 14 final text messages were included in the SMS protocol to be sent two weeks preoperatively to one week postoperatively. CONCLUSION This study illustrates the development of TTTM which is designed to deliver key sequential text messages at the optimal time during the perioperative setting to parents caring for their children who are undergoing tonsillectomy.
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Affiliation(s)
- Jin Soo A Song
- Division of Otolaryngology-Head & Neck Surgery, Department of Surgery, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Lori Wozney
- Centre for Research in Family Health, IWK Health Centre, Halifax, Nova Scotia, Canada
| | - Jill Chorney
- Department of Anesthesia, Pain Management and Perioperative Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Stacey L Ishman
- Department of Otolaryngology-Head & Neck Surgery, University of Cincinnati, Cincinnati, OH, United States
| | - Paul Hong
- Division of Otolaryngology-Head & Neck Surgery, Department of Surgery, Dalhousie University, Halifax, Nova Scotia, Canada; Department of Anesthesia, Pain Management and Perioperative Medicine, Dalhousie University, Halifax, Nova Scotia, Canada.
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Bucak IH, Almis H, Dogan F, Turgut M. A Retrospective Analysis of Central Physician Appointment System Data in a Tertiary Health Center in Turkey. Telemed J E Health 2017; 24:216-221. [PMID: 28686511 DOI: 10.1089/tmj.2017.0109] [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: 11/12/2022] Open
Abstract
INTRODUCTION Considerable advances have been made in hospital appointment systems in the past 60 years. In Turkey, the Central Physician Appointment System (CPAS) is used together with appointments made through direct presentations to the hospital. This study evaluated CPAS data. MATERIALS AND METHODS CPAS data for the previous 2 years (2015, Group 1; 2016, Group 2) were evaluated retrospectively. Department-based analysis was also performed. Total number of clinics, CPAS capacity, number of appointments through CPAS, and numbers of patients keeping appointments and "no shows" and ratios calculated from these were investigated. RESULTS Overall, 1,704,594 patients were examined in 20 departments during the 2-year period (January 1, 2015-December 31, 2016). Mean CPAS capacity per department was 12,831 ± 7,691 in Group 1 and 11,573 ± 6,849 in Group 2 (p = 0.588). Ratios of appointments made through CPAS to CPAS capacity were 0.7 in Group 1 and 0.84 in Group 2 (p = 0.009). The ratio of patients keeping appointments made through CPAS to the number of appointments made through CPAS was 0.772 in Group 1 and 0.775 in Group 2 (p = 0.831). The departments with the highest number of appointments made through CPAS to CPAS capacity were Neurosurgery in Group 1 (0.99) and Ophthalmology in Group 2 (0.99). The department with the lowest ratio was Infectious Disease and Clinical Microbiology in Group 1 (0.28) and Group 2 (0.45). CONCLUSIONS The use of CPAS has increased. However, some CPAS vacancies remain unfilled, and some appointments are not kept. CPAS capacities must be adjusted in line with take-up rates through regular department-based analysis.
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Affiliation(s)
- Ibrahim Hakan Bucak
- 1 Department of Pediatrics , Adiyaman University School of Medicine , Adiyaman, Turkey
| | - Habip Almis
- 1 Department of Pediatrics , Adiyaman University School of Medicine , Adiyaman, Turkey
| | - Fatih Dogan
- 2 Department of Plastic Surgery, Adiyaman University School of Medicine , Adiyaman, Turkey
| | - Mehmet Turgut
- 1 Department of Pediatrics , Adiyaman University School of Medicine , Adiyaman, Turkey
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