Have a personal or library account? Click to login

Bottom-Up Analysis of Telemonitoring Costs: A Case Study in Slovenian Primary Care

Open Access
|Jan 2024

Figures & Tables

Figure 1.

CONSORT flow diagram illustrating the randomisation process.
CONSORT flow diagram illustrating the randomisation process.

Baseline socio-demographic and clinical data_

VariableAll patients (N=117)Telemonitoring (N=55)Standard care (N=62)P
Age, years, mean (SD)71.4±4.770.6±4.372.0±5.00.123
Sex
Male (N)7134370.813
Female (N)462125
Highest education achieved
Primary school (N)187110.518
Vocational school (N)693336
High school (N)16106
Bachelor’s degree (N)1037
Master’s degree (N)422
Region
Urban (N)5427270.548
Rural (N)632835
Marital status
Married (N)8641450.527
Divorced (N)826
Widowed (N)523
Single (N)18108
Clinical data
Duration of type 2 diabetes, years, mean (SD)9.5±7.69.8±6.39.2±8.60.672
Duration of hypertension, years, mean (SD)14.5±10.613.7±10.615.2±10.60.667
Systolic blood pressure, mmHg, mean (SD)136.7±14.1135.8±14.9137.7±13.10.458
Diastolic blood pressure, mmHg, mean (SD)76.5±8.275.6±7.077.2±9.00.280
Glycated haemoglobin, %, mean (SD)7.2±1.07.2±1.27.1±0.80.411

Breakdown of operational costs per patient_

Cost subcategoryMean annual time per action (min, 95% CI)Gross value per hour (EUR)Mean annual gross costs per patient (EUR, 95% CI)
Patient training82(75-89)10.314.1(12.9-15.3)
Data review201(178-225)20.970.0(62.0-78.4)
Teleconsultations38(31-44)20.913.2(10.8-15.3)
Mean annual total gross costs (EUR, 95% CI)//97.3(85.7-109.0)

Comparison of out-of-pocket costs across groups_

Cost subcategoryAll patients (N=117), mean (min, max)Telemonitoring(N=55), mean (min, max)Standard care (N=62), mean (min, max)P
Transportation and parking (EUR)27 (0-1,200)9 (0-180)43 (0-1,200)0.149
Food and dietary supplements (EUR)151 (0-2,400)83 (0-2,400)214 (0-2,400)0.015
Exercise and fitness (EUR)38 (0-1,440)20 (0-480)56 (0-1,440)0.784
Education (EUR)1 (0-60)0 (0-0)1 (0-60)0.334
Rehabilitative services (EUR)20 (0-840)0 (0-0)39 (0-840)0.050
Out-of-pocket checkups (EUR)23 (0-900)0 (0-0)45 (0-900)0.016
Medical devices (EUR)56 (0-1,200)9 (0-72)101 (0-1,200)<0.001
Customised footwear (EUR)6 (0-180)2 (0-50)10 (0-180)0.198
Miscellaneous (EUR)23 (0-1,200)9 (0-480)36 (0-1,200)0.972
Mean annual total costs (EUR, 95% CI)345 (221-469)132 (32-231)545 (332-757)<0.001

Breakdown of telemonitoring costs from various perspectives_

PerspectiveCategoryCost subcategoryDefinition
Healthcare providerInfrastructure costsEquipment acquisitionEquipment maintenanceEquipment depreciationTelemedicine platform subscriptionCosts for obtaining necessary devicesOngoing costs for device functionality and long service lifeCosts of spreading equipment cost over its service lifeCosts covering technology infrastructure, data security, and user support for telemonitoring and video calls
Healthcare providerOperational costsPatient training investmentCost of data review by coordinator Teleconsultation costsInitial costs for patient training to ensure proper device usageLabour costs for the analysis of patient data Labour costs for conducting teleconsultations
Patient or societyPatient participation costsTraining time costsMeasurements time costsTeleconsultation time costsCosts associated with training in device usageCosts for BP and BG measurement timeCosts for teleconsultation sessions Costs related to travel
Patient or societyChange in out-ofpocket costsTransportation and parking Food and dietary supplement Exercise and fitness EducationRehabilitative services Out-of-pocket checkups Medical devices Customised footwearCosts for dietary needs Costs for physical activity Costs for educational materials or programmes Costs for rehabilitation or physiotherapyCosts for non-covered or quicker checkups at private institutions Costs for monitors and BG strips Costs for specialised diabetes footwear

Breakdown of participation costs per patient_

Cost subcategoryMean annual time per action (min, 95% Ci)Gross value per hour (EUR)Mean annual gross costs per patient (EUR, 95% CI)
Patient training82(75-89)11.515.7(14.4-17.1)
Data review1,005(890-1,125)11.5192.6(170.6-215.6)
Teleconsultations38(31-44)11.57.3(5.9-8.4)
Mean annual total gross costs (EUR, 95% CI)//215.6(190.9-241.1)
DOI: https://doi.org/10.2478/sjph-2024-0002 | Journal eISSN: 1854-2476 | Journal ISSN: 0351-0026
Language: English
Page range: 5 - 13
Submitted on: Sep 15, 2023
Accepted on: Nov 23, 2023
Published on: Jan 3, 2024
Published by: National Institute of Public Health, Slovenia
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2024 Matic MIHEVC, Črt ZAVRNIK, Majda MORI LUKANČIČ, Tina VIRTIČ POTOČNIK, Marija PETEK ŠTER, Zalika KLEMENC-KETIŠ, Antonija POPLAS SUSIČ, published by National Institute of Public Health, Slovenia
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.