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Nurse-Led Development and Pilot Evaluation of a Hypertension Self-Management App in a Rural, Underserved Academic Medical Setting
Mary Louanne Friend
Background/Objectives: Rural and underserved adults face barriers to hypertension (HTN) self-management, and in-person lifestyle education programs in academic medical settings may have limited reach This pilot study evaluated a publicly available HTN self-management app (iOS/Android) with respect to feasibility, perceived usefulness, user satisfaction, and user-entered metrics relevant to HTN and lifestyle management. Methods: We conducted an internet-based, single-arm pilot of a mobile app available in commercial app stores. Adults aged ≥19 years who downloaded the free app and reported HTN self-enrolled via in-app registration and electronic consent; no direct recruitment or compensation was provided. Outcomes included an in-app questionnaire (HTN history, perceived BP status, concern, and a key self-management behavior) and app engagement/health-entry data (registration counts; use of tracking features; distributions of user-entered metrics). Results: From June 2020–July 2025, 819 users completed the in-app questionnaire; five were excluded as spam (N=814). Responses clustered in 2021 (76.8%), and completion time was brief (median 91 s; IQR 65–131). Most respondents reported hypertension for >2 years (57.3%; 21.5% unsure). Perceived BP was “normal” (42.1%), “borderline” (24.8%), or “high” (15.2%), with 15.0% unsure. For a key self-management behavior, only 21.8% reported measuring their blood pressure “usually/always,” while 24.8% reported never measuring their blood pressure. More than half were at least somewhat concerned about their BP (56.6%). Conclusions: In a largely rural, southeastern context, this publicly available HTN app demonstrated feasible low-touch uptake and captured user-entered self-management data, though sustained tracking occurred in a subset of users. Findings support further pragmatic testing focused on engagement, equity, and integration into nurse-led care workflows.
Background/Objectives: Rural and underserved adults face barriers to hypertension (HTN) self-management, and in-person lifestyle education programs in academic medical settings may have limited reach This pilot study evaluated a publicly available HTN self-management app (iOS/Android) with respect to feasibility, perceived usefulness, user satisfaction, and user-entered metrics relevant to HTN and lifestyle management. Methods: We conducted an internet-based, single-arm pilot of a mobile app available in commercial app stores. Adults aged ≥19 years who downloaded the free app and reported HTN self-enrolled via in-app registration and electronic consent; no direct recruitment or compensation was provided. Outcomes included an in-app questionnaire (HTN history, perceived BP status, concern, and a key self-management behavior) and app engagement/health-entry data (registration counts; use of tracking features; distributions of user-entered metrics). Results: From June 2020–July 2025, 819 users completed the in-app questionnaire; five were excluded as spam (N=814). Responses clustered in 2021 (76.8%), and completion time was brief (median 91 s; IQR 65–131). Most respondents reported hypertension for >2 years (57.3%; 21.5% unsure). Perceived BP was “normal” (42.1%), “borderline” (24.8%), or “high” (15.2%), with 15.0% unsure. For a key self-management behavior, only 21.8% reported measuring their blood pressure “usually/always,” while 24.8% reported never measuring their blood pressure. More than half were at least somewhat concerned about their BP (56.6%). Conclusions: In a largely rural, southeastern context, this publicly available HTN app demonstrated feasible low-touch uptake and captured user-entered self-management data, though sustained tracking occurred in a subset of users. Findings support further pragmatic testing focused on engagement, equity, and integration into nurse-led care workflows.
Posted: 06 January 2026
A Cross-Sectional Study to Identify a Possible Relationship Between Coffee Consumption and Metabolic Syndrome Based on the 5th Korea National Health and Nutrition Examination Survey in 2010 (KNHANES V-1) Data
Beom Jun Lee
,Robert Kim
Posted: 06 January 2026
The Occupational Indoor Pyrethroid Exposome: Mechanistic Insights into Chronic Multisystem Toxicity and Regulatory Gaps
Ahmed Adel Mansour Kamar
,Ioannis Mavroudis
,Foivos Petridis
,Dimitrios Kazis
,Alin Ciobîcă
,Diana Gheban
,Catalin Morosan
,Bogdan Gurzu
,Otilia Novac
,Bogdan Novac
Posted: 06 January 2026
Simultaneous Multicomponent Exercise and Chlorella Intake Improve Information Processing Function and Prevent Decline in Executive Function among Community-Dwelling Older Adults in Japan: A Randomized Controlled Trial
Tomoya Nomura
,Hisashi Takakura
,Hiroshi Ichikawa
,Kan Oishi
,Hiroki Yamaguchi
,Takaaki Mori
,Hiromi Hanano
,Takumi Aoki
,Toru Mizoguchi
,Hideo Takekoshi
+1 authors
Posted: 06 January 2026
An Adverse Outcome Resulting from an Aftermarket Modification of a Suspension Seat: A Sentinel Health Event Investigation
Eckardt Johanning
Posted: 06 January 2026
Validation of the PMHWLmax Estimation Model for Manual Handling Weight Limits, Based on Anthropometrics and Specific Load and Task Requirements
PANAGIOTIS TSAKLIS
Posted: 06 January 2026
Analysis of the External Load of Hungarian Second Division Professional Footballers over Three Seasons Using GPS-Based Monitoring
Bauer Richárd
,Ruppert Bálint István
,Kilvinger Bálint
,Petrov Árpád
,Barthalos István
,László Suszter
,Ihász Ferenc
,Zoltán Alföldi
Posted: 06 January 2026
Association Between Daily Steps Measured by Accelerometry and Diabetes in ELSA-Brasil Participants
Association Between Daily Steps Measured by Accelerometry and Diabetes in ELSA-Brasil Participants
Matheus Hortélio
,Maria da Conceição Chagas de Almeida
,Sheila Maria Alvim Matos
,Cristiano Penas Seara Pitanga
,Ciro Oliveira Queiroz
,Francisco José Gondim Pitanga
Diabetes mellitus is a serious chronic disease whose main characteristic is hyperglycemia (increased blood glucose), accompanied by changes in lipid and protein metabolism. For individuals with diabetes mellitus, physical activity provides significant benefits and is an essential tool for metabolic management. Daily step counting, measured with AI support through wearable devices, can be an important metric of physical activity for the prevention and treatment of this disease if performed regularly and respecting a minimum daily amount. Objective: To investigate the association between daily steps and diabetes and to determine what minimum amount should be performed daily for a protective effect in participants of the Longitudinal Study of Adult Health. Methods: The study was cross-sectional and participants from the 2nd segment (2016-2018) were analyzed, with a sample of 12,636 participants. The dependent variable was diabetes, assessed by laboratory tests, and the independent variable was daily steps counting, assessed by accelerometry. The associations between the dependent and independent variables were analyzed using logistic regression. The odds ratio with 95% CI was estimated. Results: An association was found between daily steps and diabetes (OR = 0.76, CI = 0.70-0.83), in addition to the cutoff point of 6,880 with area under the ROC curve = 0.58 (CI = 0.57-0.59). Conclusion: Based on the results found in this study, we can conclude that the number of daily steps has a protective effect against diabetes, especially in men and women with abdominal obesity and in men with moderate/vigorous leisure-time physical activity.
Diabetes mellitus is a serious chronic disease whose main characteristic is hyperglycemia (increased blood glucose), accompanied by changes in lipid and protein metabolism. For individuals with diabetes mellitus, physical activity provides significant benefits and is an essential tool for metabolic management. Daily step counting, measured with AI support through wearable devices, can be an important metric of physical activity for the prevention and treatment of this disease if performed regularly and respecting a minimum daily amount. Objective: To investigate the association between daily steps and diabetes and to determine what minimum amount should be performed daily for a protective effect in participants of the Longitudinal Study of Adult Health. Methods: The study was cross-sectional and participants from the 2nd segment (2016-2018) were analyzed, with a sample of 12,636 participants. The dependent variable was diabetes, assessed by laboratory tests, and the independent variable was daily steps counting, assessed by accelerometry. The associations between the dependent and independent variables were analyzed using logistic regression. The odds ratio with 95% CI was estimated. Results: An association was found between daily steps and diabetes (OR = 0.76, CI = 0.70-0.83), in addition to the cutoff point of 6,880 with area under the ROC curve = 0.58 (CI = 0.57-0.59). Conclusion: Based on the results found in this study, we can conclude that the number of daily steps has a protective effect against diabetes, especially in men and women with abdominal obesity and in men with moderate/vigorous leisure-time physical activity.
Posted: 06 January 2026
Pharmacological and Non-Pharmacological Pain Management Practices Among Nurses: A Cross-Sectional Study
Van Hoi Le
,Huu Thuan Vo
,Thi Bich Thuy Tran
,My Hanh Dang
,Cai Thi Thuy Nguyen
,Thi Anh Nguyen
Background/Objectives: Despite extensive research on nurses' knowledge and attitudes toward pain management globally, limited evidence exists regarding the actual implementation of multimodal pain management practices among Vietnamese nurses. This study aimed to (1) assess nurses' implementation of pharmacological and non-pharmacological pain management interventions, (2) examine the relationships among knowledge, attitude, and practice (KAP), and (3) identify predictors of competent practice with attention to the relative contributions of formal training versus clinical experience. Methods: A cross-sectional survey was conducted among 230 nurses from two tertiary public hospitals in Ho Chi Minh City, Vietnam, between April and June 2024. Pain management knowledge, attitudes, and practices were assessed using validated instruments. Independent samples t-tests compared trained versus untrained nurses. Multiple linear regression identified predictors of practice competency. Effect sizes (Cohen's d) quantified the magnitude of training effects. Results: Nurses demonstrated moderate-to-good competency, with pharmacological interventions (M = 3.74) implemented more consistently than non-pharmacological interventions (M = 3.48, p < 0.001). Trained nurses significantly outperformed untrained nurses across all domains with large effect sizes (Cohen's d = 1.34–1.54). A clear hierarchy emerged in non-pharmacological practice: environmental (M = 4.01) > physical (M = 3.69) > cognitive-behavioral (M = 3.27) > spiritual (M = 2.60). Strong KAP correlations were observed (r = 0.70–0.85, p < 0.001). Prior training was the strongest predictor of both pharmacological (β = 1.31, p < 0.001) and non-pharmacological practice (β = 0.58, p < 0.001), while clinical experience showed no significant effect (p > 0.40). Conclusions: This study provides novel evidence that formal training—not clinical experience—drives competent pain management practice among Vietnamese nurses, with large effect sizes demonstrating practical significance. The strong KAP relationships support targeted educational interventions addressing knowledge gaps to improve practice. These findings have direct implications for nursing education policy in Vietnam and similar healthcare settings.
Background/Objectives: Despite extensive research on nurses' knowledge and attitudes toward pain management globally, limited evidence exists regarding the actual implementation of multimodal pain management practices among Vietnamese nurses. This study aimed to (1) assess nurses' implementation of pharmacological and non-pharmacological pain management interventions, (2) examine the relationships among knowledge, attitude, and practice (KAP), and (3) identify predictors of competent practice with attention to the relative contributions of formal training versus clinical experience. Methods: A cross-sectional survey was conducted among 230 nurses from two tertiary public hospitals in Ho Chi Minh City, Vietnam, between April and June 2024. Pain management knowledge, attitudes, and practices were assessed using validated instruments. Independent samples t-tests compared trained versus untrained nurses. Multiple linear regression identified predictors of practice competency. Effect sizes (Cohen's d) quantified the magnitude of training effects. Results: Nurses demonstrated moderate-to-good competency, with pharmacological interventions (M = 3.74) implemented more consistently than non-pharmacological interventions (M = 3.48, p < 0.001). Trained nurses significantly outperformed untrained nurses across all domains with large effect sizes (Cohen's d = 1.34–1.54). A clear hierarchy emerged in non-pharmacological practice: environmental (M = 4.01) > physical (M = 3.69) > cognitive-behavioral (M = 3.27) > spiritual (M = 2.60). Strong KAP correlations were observed (r = 0.70–0.85, p < 0.001). Prior training was the strongest predictor of both pharmacological (β = 1.31, p < 0.001) and non-pharmacological practice (β = 0.58, p < 0.001), while clinical experience showed no significant effect (p > 0.40). Conclusions: This study provides novel evidence that formal training—not clinical experience—drives competent pain management practice among Vietnamese nurses, with large effect sizes demonstrating practical significance. The strong KAP relationships support targeted educational interventions addressing knowledge gaps to improve practice. These findings have direct implications for nursing education policy in Vietnam and similar healthcare settings.
Posted: 06 January 2026
Acute Cardiopulmonary Responses to the Two-Minute Step Test in Adults with Cardiovascular Risk Factors
Ta-Chen Su
,Chi-Hua Cheng
,Po-Chun Wang
Posted: 06 January 2026
Accuracy of the Garmin Vivoactive 4 for Estimating Heart Rate, Energy Expenditure, and Step Count During Treadmill Exercise
Matteo F. de Leon
,Clayton L. Camic
,Rachel A. Kowal
,Brittney Aldape
,Brendan Lochbaum
,Riley Stefan
,Peter J. Chomentowski
,Andrew R. Jagim
,Brandon M. Male
The purpose of this study was to examine the validity of a Garmin wrist-based device for estimating heart rate, energy expenditure, and step count during incremental treadmill exercise in college-aged individuals. Eighteen males and females (mean ± SD age = 23.2 ± 4.9 years) volunteered to complete an incremental treadmill test with the Garmin Vivoactive 4 device and criterion methods (electrocardiogram, indirect calorimetry, and video recording) measuring heart rate, energy expenditure, and step count. Mean absolute percent error (MAPE), simple linear regression, and Bland-Altman plots were used to assess accuracy. Acceptable accuracy was defined as MAPE < 5% for heart rate and < 10% for energy expenditure and step count. Statistical significance was set at α < 0.05. The MAPE (±SD) values were 13.0 (±10.1), 19.1 (±15.0), and 4.6 (±5.3)% for heart rate, energy expenditure, and step count, respectively. The Bland-Altman regression analyses illustrated proportional bias was present for estimations of heart rate (r = 0.591, p < 0.001) and step count (r = 0.516, p = 0.028), but not energy expenditure (r = 0.351, p = 0.153). These findings indicated that the Garmin Vivoactive 4 provided acceptable accuracy metrics for step count, but not heart rate or energy expenditure.
The purpose of this study was to examine the validity of a Garmin wrist-based device for estimating heart rate, energy expenditure, and step count during incremental treadmill exercise in college-aged individuals. Eighteen males and females (mean ± SD age = 23.2 ± 4.9 years) volunteered to complete an incremental treadmill test with the Garmin Vivoactive 4 device and criterion methods (electrocardiogram, indirect calorimetry, and video recording) measuring heart rate, energy expenditure, and step count. Mean absolute percent error (MAPE), simple linear regression, and Bland-Altman plots were used to assess accuracy. Acceptable accuracy was defined as MAPE < 5% for heart rate and < 10% for energy expenditure and step count. Statistical significance was set at α < 0.05. The MAPE (±SD) values were 13.0 (±10.1), 19.1 (±15.0), and 4.6 (±5.3)% for heart rate, energy expenditure, and step count, respectively. The Bland-Altman regression analyses illustrated proportional bias was present for estimations of heart rate (r = 0.591, p < 0.001) and step count (r = 0.516, p = 0.028), but not energy expenditure (r = 0.351, p = 0.153). These findings indicated that the Garmin Vivoactive 4 provided acceptable accuracy metrics for step count, but not heart rate or energy expenditure.
Posted: 06 January 2026
Dementia, Diabetes, and Physical Inactivity in Global Majority Populations: A Meta-Narrative Review and Recommendations
Muhammad Hossain
Posted: 06 January 2026
The Prevalence of Albuminuria in Hepatitis B Antigen-Positive Patients Based on the 5th and 6th Korea National Health and Nutrition Examination Survey (KNHANES) Data
Beom Jun Lee
,Robert Kim
Background: The prevalence of chronic hepatitis B virus (HBV) infection is estimated at approximately 3% in Korea, and it is also accompanied by extra-hepatic manifestations as well as chronic hepatitis. Of these, HBV glomerulonephritis occurs due to the immune complex deposit; it is a serious condition that may cause renal failure. Methods: We analyzed the data obtained from adults aged 19 years or older who participated in the KNHANES V-2 and 3 (2011 and 2012) and VI-1 and 2 (2013 and 2014), for which we estimated the prevalence of HBV infection and compared albuminuria and spot urine ACR between the HBV infection group and the control group. Results: A total of 20,024 subjects were enrolled in the current study. The prevalence of HBV infection was 3.8%. There were no significant differences in the prevalence of albuminuria (5.6±1.0 % vs. 6.9±0.2 %, respectively) (P=0.233) and spot urine ACR (22.23±8.95 vs. 17.87±1.05 mcg/mg, respectively) (P=0.629) between the HBV infection group and the control group. In addition, according to a subgroup analysis, there was also no significant difference in the prevalence of albuminuria between the HBV infection group, accompanied by chronic diseases such as HTN, DM, metabolic syndrome and dyslipidemia, and the control group. Conclusions: Based on our results, it can be concluded that only a regular follow-up rather than a meticulous monitoring of microalbuminuria would be sufficient in the subjects with HBV infection.
Background: The prevalence of chronic hepatitis B virus (HBV) infection is estimated at approximately 3% in Korea, and it is also accompanied by extra-hepatic manifestations as well as chronic hepatitis. Of these, HBV glomerulonephritis occurs due to the immune complex deposit; it is a serious condition that may cause renal failure. Methods: We analyzed the data obtained from adults aged 19 years or older who participated in the KNHANES V-2 and 3 (2011 and 2012) and VI-1 and 2 (2013 and 2014), for which we estimated the prevalence of HBV infection and compared albuminuria and spot urine ACR between the HBV infection group and the control group. Results: A total of 20,024 subjects were enrolled in the current study. The prevalence of HBV infection was 3.8%. There were no significant differences in the prevalence of albuminuria (5.6±1.0 % vs. 6.9±0.2 %, respectively) (P=0.233) and spot urine ACR (22.23±8.95 vs. 17.87±1.05 mcg/mg, respectively) (P=0.629) between the HBV infection group and the control group. In addition, according to a subgroup analysis, there was also no significant difference in the prevalence of albuminuria between the HBV infection group, accompanied by chronic diseases such as HTN, DM, metabolic syndrome and dyslipidemia, and the control group. Conclusions: Based on our results, it can be concluded that only a regular follow-up rather than a meticulous monitoring of microalbuminuria would be sufficient in the subjects with HBV infection.
Posted: 06 January 2026
Palliative Care Needs in Advanced Non-Malignant Chronic Conditions: A Qualitative Study of Greek Patients’ and Caregivers’ Perspectives
Chrysovalantis Karagkounis
,Christina Papachristou
,Evgenia Minasidou
,Thalia Bellali
Background/Objectives: Palliative care (PC) has traditionally focused on patients with cancer and their families. However, individuals living with advanced non-malignant chronic diseases and their caregivers face comparable challenges that significantly affect their quality of life. This study aimed to explore the PC needs of patients with advanced non-malignant chronic conditions through the lived experiences of both patients and their informal caregivers. Methods: Semi-structured interviews were conducted with eight patients and nine caregivers recruited via the Municipality of Katerini “Help at Home” program (Jan–Mar 2025). Interviews were audio-recorded, transcribed verbatim (in Greek), and analysed inductively using thematic analysis. Ethical approval was obtained from the International Hellenic University (Ref. No. 18/22.12.2022), and official consent was gained from the Municipality of Katerini (Approval Ref. No. 7803-/30/01/2025). Results: Five themes emerged: (1) Basic daily care and physical support; (2) Psychosomatic and emotional impact; (3) Social withdrawal and role change; (4) Support systems and sources of resilience; and (5) Experience with the healthcare system and organized care. Participants highlighted urgent needs for home-based physiotherapy/nursing, caregiver respite, and psychological support. Resilience—expressed through family bonds, spirituality, and adaptive coping—also emerged as a cross-cutting dimension influencing how these needs were experienced across all domains. Conclusions: These findings document complex, interlinked needs among patients with advanced non-malignant chronic conditions and their caregivers and support the development of community-based, integrated PC services. Larger, multicenter studies and the development/validation of a needs-assessment tool are recommended.
Background/Objectives: Palliative care (PC) has traditionally focused on patients with cancer and their families. However, individuals living with advanced non-malignant chronic diseases and their caregivers face comparable challenges that significantly affect their quality of life. This study aimed to explore the PC needs of patients with advanced non-malignant chronic conditions through the lived experiences of both patients and their informal caregivers. Methods: Semi-structured interviews were conducted with eight patients and nine caregivers recruited via the Municipality of Katerini “Help at Home” program (Jan–Mar 2025). Interviews were audio-recorded, transcribed verbatim (in Greek), and analysed inductively using thematic analysis. Ethical approval was obtained from the International Hellenic University (Ref. No. 18/22.12.2022), and official consent was gained from the Municipality of Katerini (Approval Ref. No. 7803-/30/01/2025). Results: Five themes emerged: (1) Basic daily care and physical support; (2) Psychosomatic and emotional impact; (3) Social withdrawal and role change; (4) Support systems and sources of resilience; and (5) Experience with the healthcare system and organized care. Participants highlighted urgent needs for home-based physiotherapy/nursing, caregiver respite, and psychological support. Resilience—expressed through family bonds, spirituality, and adaptive coping—also emerged as a cross-cutting dimension influencing how these needs were experienced across all domains. Conclusions: These findings document complex, interlinked needs among patients with advanced non-malignant chronic conditions and their caregivers and support the development of community-based, integrated PC services. Larger, multicenter studies and the development/validation of a needs-assessment tool are recommended.
Posted: 06 January 2026
Cost and Capacity Issues in Small Hospital Departments, Difficulties in Estimating Future Demand, the Impact of Seasonality, and the Cost Reduction (If Any) from Reducing Length of Stay
Rodney P. Jones
Queuing theory and the Erlang equation are directly applicable to small hospital departments such as maternity and pediatrics. Bed capacity tables can be easily generated linking annual births/admissions to the required available beds, using expected births/admissions and length of stay (LOS). Two bed calculators are provided. For example, in maternity the total bed days includes any admissions during pregnancy and after birth, i.e., excluding the time spent in the birthing unit. It is emphasized that bed days must be calculated using real time length of stay as opposed to the usual midnight figure. The bed occupancy margin is directly linked to size and not ‘efficiency’. Based on the Erlang B equation which links available beds, occupied beds and turn-away, a figure of 0.1% turn-away has been chosen as the minimum acceptable number of beds, i.e., only 1 in a thousand admissions suffer a delay before a bed can be found. Two bed calculators are provided which can be used for obstetric, maternity, midwife-led, birthing wards and neonatal unit bed capacity. Specific issues relating to neonatal critical care bed capacity are highlighted. The negative effects of turn-away are likely to be context specific, hence, critical care > theatres > birthing unit > maternity unit. The far greater uncertainty regarding future births is discussed along with the variable nature of seasonality in births. For pediatrics much of bed demand is also influenced by the trend in births. Suggestions are made for a pragmatic approach to bed planning. Evidence is presented which suggests that for maternity (and other relative short stay admissions) the majority of overhead/indirect costs and most staffing costs should be apportioned based on admissions, and not LOS. Apportionment based on LOS creates the spurious illusion that LOS is the major cost driver and that reducing LOS will immediately save costs. Several lines of evidence point to the minimum cost per patient in maternity (antenatal + postnatal) lying greater than 30 beds (plus associated labor/birthing beds), and the minimum economic size around 12 beds. Around 30 beds probably mark the point where it is possible to make small cost savings by reducing LOS. Allocating total organizational costs to individual units and then to patients is far less precise than is realized and can be done in different ways which all heavily rely on the steady-state assumption. The real world of daily arrivals, case mix and clinical severity is never in steady state. Below 20 to 30 beds Poisson statistical plus environment induced randomness in daily arrivals imply that staff costs become increasingly fixed irrespective of LOS. When bed availability is the bottleneck then reducing LOS may increase throughput per bed and increase income, however, is this for the benefit of the patient or for the benefit of the organization, and does it lead to higher unanticipated total costs including patient harm? Finally, a list of nine ‘never do this’ catastrophic pitfalls are given for doctors to identify dubious capacity advice from managers and external ‘experts’.
Queuing theory and the Erlang equation are directly applicable to small hospital departments such as maternity and pediatrics. Bed capacity tables can be easily generated linking annual births/admissions to the required available beds, using expected births/admissions and length of stay (LOS). Two bed calculators are provided. For example, in maternity the total bed days includes any admissions during pregnancy and after birth, i.e., excluding the time spent in the birthing unit. It is emphasized that bed days must be calculated using real time length of stay as opposed to the usual midnight figure. The bed occupancy margin is directly linked to size and not ‘efficiency’. Based on the Erlang B equation which links available beds, occupied beds and turn-away, a figure of 0.1% turn-away has been chosen as the minimum acceptable number of beds, i.e., only 1 in a thousand admissions suffer a delay before a bed can be found. Two bed calculators are provided which can be used for obstetric, maternity, midwife-led, birthing wards and neonatal unit bed capacity. Specific issues relating to neonatal critical care bed capacity are highlighted. The negative effects of turn-away are likely to be context specific, hence, critical care > theatres > birthing unit > maternity unit. The far greater uncertainty regarding future births is discussed along with the variable nature of seasonality in births. For pediatrics much of bed demand is also influenced by the trend in births. Suggestions are made for a pragmatic approach to bed planning. Evidence is presented which suggests that for maternity (and other relative short stay admissions) the majority of overhead/indirect costs and most staffing costs should be apportioned based on admissions, and not LOS. Apportionment based on LOS creates the spurious illusion that LOS is the major cost driver and that reducing LOS will immediately save costs. Several lines of evidence point to the minimum cost per patient in maternity (antenatal + postnatal) lying greater than 30 beds (plus associated labor/birthing beds), and the minimum economic size around 12 beds. Around 30 beds probably mark the point where it is possible to make small cost savings by reducing LOS. Allocating total organizational costs to individual units and then to patients is far less precise than is realized and can be done in different ways which all heavily rely on the steady-state assumption. The real world of daily arrivals, case mix and clinical severity is never in steady state. Below 20 to 30 beds Poisson statistical plus environment induced randomness in daily arrivals imply that staff costs become increasingly fixed irrespective of LOS. When bed availability is the bottleneck then reducing LOS may increase throughput per bed and increase income, however, is this for the benefit of the patient or for the benefit of the organization, and does it lead to higher unanticipated total costs including patient harm? Finally, a list of nine ‘never do this’ catastrophic pitfalls are given for doctors to identify dubious capacity advice from managers and external ‘experts’.
Posted: 06 January 2026
User Perceptions of Virtual Consultations and Artificial Intelligence Assistance: A Mixed Methods Study
Pranavsingh Dhunnoo
,Karen McGuigan
,Vicky O'Rourke
,Bertalan Meskó
,Michael McCann
Posted: 05 January 2026
A Few Key Points on Regenerative Medicine for Practical Purpose
Antonella Chesca
Posted: 05 January 2026
Acceptability and Implementation Considerations for a 40-Hz Sine-Wave–Integrated Soundscape Intervention: A Qualitative Exploratory Study
Kiechan Namkung
,Kanghyun Lee
Posted: 05 January 2026
Modelling the Probability of Functional Health Literacy Based on Traditional Media Consumption Patterns in High‐Illiteracy Provinces in South Africa
Oratilwe Penwell Mokoena
,Solly Matshonisa Seeletse
Posted: 05 January 2026
Static and Dynamic Balance Under Dual-Task Conditions in Older Adults With Fall History
Francesco Alessi Longa
Posted: 05 January 2026
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