Year 2022,
Volume: 10 Issue: 2, 233 - 239, 31.10.2022
Fadime Öğülmüş Demircan
,
İbrahim Yücedağ
,
Metin Toz
References
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Computers, 11 (1) (2021), 6.
- [2] National Pressure Injury Advisory Panel (NPIAP). Prevention and Treatment of Pressure Ulcers: Clinical Practice Guideline,
https://cdn.ymaws.com/npiap.com/resource/resmgr/2014 guideline.pdf (2014, accessed 10 June 2022).
- [3] L. Demarr´e, A. Van Lancker, A. Van Hecke, S. Verhaeghe, M. Grypdonck, J. Lemey, and D.Beeckman, The cost of prevention and treatment of pressure
ulcers: a systematic review, International journal of nursing studies, 52(11)(2015), 1754-1774.
- [4] S. Nghiem, J. Campbell, R. M.Walker, J. Byrnes, and W. Chaboyer, Pressure injuries in Australian public hospitals: A cost of illness study, International
Journal of Nursing Studies, 130 (2022), 104191.
- [5] W. V. Padula, andB. A. Delarmente,The national cost of hospital-acquired pressure injuries in the United States, International wound journal, 16 (3)
(2019), 634-640.
- [6] B. Plaku-Alakbarova, L. Punnett, R. J. Gore, and Procare Research Team, Nursing home employee and resident satisfaction and resident care outcomes,
Safety and health at work, 9 (4) (2018), 408-415.
- [7] J. M.Michel, S.Willebois, P.Ribinik, B.Barrois, D.Colin, andY.Passadori, As of 2012, What are the key predictive risk factors for pressure ulcers?
Developing French guidelines for clinical practice, Annals of physical and rehabilitation medicine, 55 (7) (2012), 454-465.
- [8] K. Vanderwee, M. Grypdonck, and T.Defloor, Alternating pressure air mattresses as prevention for pressure ulcers: A literature review, International
journal of nursing studies, 45(5) (2008), 784-801.
- [9] M. L. Chung, M.Widdel, J.Kirchhoff, J. Sellin, M. Jelali, F.Geiser, and R. Conrad, Risk Factors for Pressure Injuries in Adult Patients: A Narrative
Synthesis, International journal of environmental research and public health, 19(2) (2022), 761.
- [10] C. Schaarup, L. B. Pape-Haugaard, and O. K. Hejlesen, Models used in clinical decision support systems supporting healthcare professionals treating
chronic wounds: systematic literature review, JMIR diabetes, 3(2) (2018), e8316.
- [11] S. M. Araujo,P. Sousa, and I. Dutra, Clinical decision support systems for pressure ulcer management: systematic review, JMIR medical informatics,
8(10) (2020), e21621.
- [12] F. Ogulmus¸ Demircan, ˙I. Y¨uceda˘g, and M. Toz, A novel mathematical model including the wetness parameter as a variable for prevention of pressure
ulcers, Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine, 236 (3) (2022), 427-437.
- [13] P. Chanyagorn, and W. Chanyagorn, Wireless activity reminder system for pressure ulcer prevention in IPD patients, In 2017 International Electrical
Engineering Congress (iEECON), (2017, March), (pp. 1-4).
- [14] S. L. Bennett, R. Goubran, K. Rockwood, and F. Knoefel, Monitoring the relief of pressure points for pressure ulcer prevention: A subject dependent
approach, In 2013 IEEE International Symposium on Medical Measurements and Applications (MeMeA),(2013, May), (pp. 135-138).
- [15] C. C. Hsia, K. J. Liou,A. P. W. Aung, V. Foo, W. Huang, and J. Biswas, Analysis and comparison of sleeping posture classification methods using
pressure sensitive bed system, In 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society,(2009, September),
(pp. 6131-6134).
- [16] A. A. Khan, M. Reuter, N. Phung, and S. S. Hafeez, Wireless solution to prevent decubitus ulcers: Preventive weight shifting guide, monitor, and tracker
app for wheel chair users with spinal cord injuries (phase II), In 2016 IEEE 18th International Conference on e-Health Networking, Applications and
Services (Healthcom),(2016, September), (pp. 1-6).
- [17] M. Yip, D. Da He, E. Winokur, A. G. Balderrama, R. Sheridan, and H. A.Ma, Flexible pressure monitoring system for pressure ulcer prevention, In
2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, (2009, September), (pp. 1212-1215).
- [18] M. Aˆ .FernandesCarvalho, F. Ferreira, H. Carvalho, J. G. Rocha, L. B.Martins, and J. A. Santos, Monitoring and control system of discomfort in disability,
bed rest people and surgical patients, In Advances in Science and Technology, Trans Tech Publications Ltd, 60 (2008), 164-169.
- [19] J. J.Liu, W. Xu, M. C. Huang, N. Alshurafa, M. Sarrafzadeh, N. Raut, N., and B. Yadegar, A dense pressure sensitive bedsheet design for unobtrusive
sleep posture monitoring, In 2013 IEEE international conference on pervasive computing and communications (PerCom), (2013, March), (pp. 207-215).
- [20] C. H. Lee, and K. W. Gwak, Pressure ulcer breakout time estimation model in association with wearable robot use: first analysis,In 2016 16th
International Conference on Control, Automation and Systems (ICCAS),(2016, October), (pp. 1167-1169).
- [21] E. Marenzi, G. M. Bertolotti, A. Cristiani, F. De Donno, F. Leporati, G. Danese, and M.Bejor, Identification and evaluation of parameters for the
prevention of pressure ulcers in hospitalized patients, In Eurocon 2013, (2013, July), (pp. 1598-1605).
- [22] G. Limbert, Mathematical and computational modelling of skin biophysics: a review, Proceedings of the Royal Society A: Mathematical, Physical and
Engineering Sciences, 473(2203) (2017), 20170257.
- [23] A. Gefen, How do microclimate factors affect the risk for superficial pressure ulcers: a mathematical modeling study, Journal of tissue viability, 20 (3)
(2011), 81-88.
- [24] M. C.Mishu, and J. W. Schroeder, Modelling of pressure ulcer (PU) risk prediction system, In 2015 Science and Information Conference (SAI), (2015,
July),(pp. 650-656).
- [25] S. Yusuf, M.Okuwa, Y. Shigeta, M. Dai, T. Iuchi, S. Rahman, and H. Sanada, Microclimate and development of pressure ulcers and superficial skin
changes, International wound journal, 12 (1) (2015), 40-46.
- [26] S. A. Kayser, L.Phipps, C. A. VanGilder, and C. Lachenbruch, Examining prevalence and risk factors of incontinence-associated dermatitis using the
international pressure ulcer prevalence survey, Journal of Wound, Ostomy, and Continence Nursing, 46(4) (2019), 285.
- [27] E. Shaked, and A. Gefen, Modeling the effects of moisture-related skin-support friction on the risk for superficial pressure ulcers during patient
repositioning in bed, Frontiers in bioengineering and biotechnology, 1 (9) (2013), 1-7.
- [28] A. Hirata, T. Nomura, I. Laakso, Computational estimation of body temperature and sweating in the aged during passive heat exposure, International
journal of thermal sciences, 89 (2015), 154-163.
- [29] D. Mitchell, N. B.Strydom, C. H.Van Graan, and W. H.Van Der Walt , Human surface area: comparison of the Du Bois formula with direct photometric
measurement, Pfl¨ugers Archiv, 325 (2) (1971), 188-190.
- [30] J. Xu, A. Psikuta, J. Li, S. Annaheim, and R. M. Rossi, Evaluation of the convective heat transfer coefficient of human body and its effect on the human
thermoregulation predictions, Building and Environment, 196 (2021), 107778.
- [31] N. Luo, W. G.Weng, M. Fu, J. Yang, and Z. Y. Han, Experimental study of the effects of human movement on the convective heat transfer coefficient,
Experimental thermal and fluid science, 57(2014), 40-56.
- [32] R. J. De Dear, E. Arens, Z. Hui, and M. Oguro, Convective and radiative heat transfer coefficients for individual human body segments, International
journal of biometeorology, 40(3) (1997), 141-156.
- [33] N. Djongyang, R. Tchinda, and D. Njomo, Thermal comfort: A review paper, Renewable and sustainable energy reviews, 14(9)(2010), 2626-2640.
- [34] Y. Nishi, and A. P.Gagge, Moisture permeation of clothing: a factor governing thermal equilibrium and comfort, Memoirs of the Faculty of Engineering,
Hokkaido University, 13(Suppl2) (1973), 5-13.
Mathematical Model Developed Using Heat Transfer Coefficient and Clothing Permeability Factor Parameters to Prevent Pressure Ulcer
Year 2022,
Volume: 10 Issue: 2, 233 - 239, 31.10.2022
Fadime Öğülmüş Demircan
,
İbrahim Yücedağ
,
Metin Toz
Abstract
Pressure ulcers are wounds that occur in bedridden patients as a result of staying in the same position for a long time, due to external causes such as pressure, friction, shearing and moisture. Pressure ulcer is a serious problem all over the world when evaluated in terms of hospital capacity, nurse employment and treatment costs. Prevention studies gain importance as the cost of pressure ulcer prevention is less than the cost of treatment. In this study, we improved a mathematical model obtained in one of our previous study in order to prevent pressure ulcers or delay wound formation. In addition to the previous model, the new model calculates the effect of hc (heat transfer coefficient) and Fpcl (clothing permeability factor) parameters on the risk of pressure ulcer formation through the body area value. The effects of these parameters on the formation of pressure ulcers are shown in graphics. The results obtained from the new model shown that the sensitivity in the determination of the risk of pressure ulcer formation has increased. Thus, early detection of wound formation was provided by calculating the risk of pressure ulcer formation.
References
- [1] A. Silva,J. Metrˆolho, F. Ribeiro, F. Fidalgo, O. Santos, and R. Dionisio, A Review of Intelligent Sensor-Based Systems for Pressure Ulcer Prevention,
Computers, 11 (1) (2021), 6.
- [2] National Pressure Injury Advisory Panel (NPIAP). Prevention and Treatment of Pressure Ulcers: Clinical Practice Guideline,
https://cdn.ymaws.com/npiap.com/resource/resmgr/2014 guideline.pdf (2014, accessed 10 June 2022).
- [3] L. Demarr´e, A. Van Lancker, A. Van Hecke, S. Verhaeghe, M. Grypdonck, J. Lemey, and D.Beeckman, The cost of prevention and treatment of pressure
ulcers: a systematic review, International journal of nursing studies, 52(11)(2015), 1754-1774.
- [4] S. Nghiem, J. Campbell, R. M.Walker, J. Byrnes, and W. Chaboyer, Pressure injuries in Australian public hospitals: A cost of illness study, International
Journal of Nursing Studies, 130 (2022), 104191.
- [5] W. V. Padula, andB. A. Delarmente,The national cost of hospital-acquired pressure injuries in the United States, International wound journal, 16 (3)
(2019), 634-640.
- [6] B. Plaku-Alakbarova, L. Punnett, R. J. Gore, and Procare Research Team, Nursing home employee and resident satisfaction and resident care outcomes,
Safety and health at work, 9 (4) (2018), 408-415.
- [7] J. M.Michel, S.Willebois, P.Ribinik, B.Barrois, D.Colin, andY.Passadori, As of 2012, What are the key predictive risk factors for pressure ulcers?
Developing French guidelines for clinical practice, Annals of physical and rehabilitation medicine, 55 (7) (2012), 454-465.
- [8] K. Vanderwee, M. Grypdonck, and T.Defloor, Alternating pressure air mattresses as prevention for pressure ulcers: A literature review, International
journal of nursing studies, 45(5) (2008), 784-801.
- [9] M. L. Chung, M.Widdel, J.Kirchhoff, J. Sellin, M. Jelali, F.Geiser, and R. Conrad, Risk Factors for Pressure Injuries in Adult Patients: A Narrative
Synthesis, International journal of environmental research and public health, 19(2) (2022), 761.
- [10] C. Schaarup, L. B. Pape-Haugaard, and O. K. Hejlesen, Models used in clinical decision support systems supporting healthcare professionals treating
chronic wounds: systematic literature review, JMIR diabetes, 3(2) (2018), e8316.
- [11] S. M. Araujo,P. Sousa, and I. Dutra, Clinical decision support systems for pressure ulcer management: systematic review, JMIR medical informatics,
8(10) (2020), e21621.
- [12] F. Ogulmus¸ Demircan, ˙I. Y¨uceda˘g, and M. Toz, A novel mathematical model including the wetness parameter as a variable for prevention of pressure
ulcers, Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine, 236 (3) (2022), 427-437.
- [13] P. Chanyagorn, and W. Chanyagorn, Wireless activity reminder system for pressure ulcer prevention in IPD patients, In 2017 International Electrical
Engineering Congress (iEECON), (2017, March), (pp. 1-4).
- [14] S. L. Bennett, R. Goubran, K. Rockwood, and F. Knoefel, Monitoring the relief of pressure points for pressure ulcer prevention: A subject dependent
approach, In 2013 IEEE International Symposium on Medical Measurements and Applications (MeMeA),(2013, May), (pp. 135-138).
- [15] C. C. Hsia, K. J. Liou,A. P. W. Aung, V. Foo, W. Huang, and J. Biswas, Analysis and comparison of sleeping posture classification methods using
pressure sensitive bed system, In 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society,(2009, September),
(pp. 6131-6134).
- [16] A. A. Khan, M. Reuter, N. Phung, and S. S. Hafeez, Wireless solution to prevent decubitus ulcers: Preventive weight shifting guide, monitor, and tracker
app for wheel chair users with spinal cord injuries (phase II), In 2016 IEEE 18th International Conference on e-Health Networking, Applications and
Services (Healthcom),(2016, September), (pp. 1-6).
- [17] M. Yip, D. Da He, E. Winokur, A. G. Balderrama, R. Sheridan, and H. A.Ma, Flexible pressure monitoring system for pressure ulcer prevention, In
2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, (2009, September), (pp. 1212-1215).
- [18] M. Aˆ .FernandesCarvalho, F. Ferreira, H. Carvalho, J. G. Rocha, L. B.Martins, and J. A. Santos, Monitoring and control system of discomfort in disability,
bed rest people and surgical patients, In Advances in Science and Technology, Trans Tech Publications Ltd, 60 (2008), 164-169.
- [19] J. J.Liu, W. Xu, M. C. Huang, N. Alshurafa, M. Sarrafzadeh, N. Raut, N., and B. Yadegar, A dense pressure sensitive bedsheet design for unobtrusive
sleep posture monitoring, In 2013 IEEE international conference on pervasive computing and communications (PerCom), (2013, March), (pp. 207-215).
- [20] C. H. Lee, and K. W. Gwak, Pressure ulcer breakout time estimation model in association with wearable robot use: first analysis,In 2016 16th
International Conference on Control, Automation and Systems (ICCAS),(2016, October), (pp. 1167-1169).
- [21] E. Marenzi, G. M. Bertolotti, A. Cristiani, F. De Donno, F. Leporati, G. Danese, and M.Bejor, Identification and evaluation of parameters for the
prevention of pressure ulcers in hospitalized patients, In Eurocon 2013, (2013, July), (pp. 1598-1605).
- [22] G. Limbert, Mathematical and computational modelling of skin biophysics: a review, Proceedings of the Royal Society A: Mathematical, Physical and
Engineering Sciences, 473(2203) (2017), 20170257.
- [23] A. Gefen, How do microclimate factors affect the risk for superficial pressure ulcers: a mathematical modeling study, Journal of tissue viability, 20 (3)
(2011), 81-88.
- [24] M. C.Mishu, and J. W. Schroeder, Modelling of pressure ulcer (PU) risk prediction system, In 2015 Science and Information Conference (SAI), (2015,
July),(pp. 650-656).
- [25] S. Yusuf, M.Okuwa, Y. Shigeta, M. Dai, T. Iuchi, S. Rahman, and H. Sanada, Microclimate and development of pressure ulcers and superficial skin
changes, International wound journal, 12 (1) (2015), 40-46.
- [26] S. A. Kayser, L.Phipps, C. A. VanGilder, and C. Lachenbruch, Examining prevalence and risk factors of incontinence-associated dermatitis using the
international pressure ulcer prevalence survey, Journal of Wound, Ostomy, and Continence Nursing, 46(4) (2019), 285.
- [27] E. Shaked, and A. Gefen, Modeling the effects of moisture-related skin-support friction on the risk for superficial pressure ulcers during patient
repositioning in bed, Frontiers in bioengineering and biotechnology, 1 (9) (2013), 1-7.
- [28] A. Hirata, T. Nomura, I. Laakso, Computational estimation of body temperature and sweating in the aged during passive heat exposure, International
journal of thermal sciences, 89 (2015), 154-163.
- [29] D. Mitchell, N. B.Strydom, C. H.Van Graan, and W. H.Van Der Walt , Human surface area: comparison of the Du Bois formula with direct photometric
measurement, Pfl¨ugers Archiv, 325 (2) (1971), 188-190.
- [30] J. Xu, A. Psikuta, J. Li, S. Annaheim, and R. M. Rossi, Evaluation of the convective heat transfer coefficient of human body and its effect on the human
thermoregulation predictions, Building and Environment, 196 (2021), 107778.
- [31] N. Luo, W. G.Weng, M. Fu, J. Yang, and Z. Y. Han, Experimental study of the effects of human movement on the convective heat transfer coefficient,
Experimental thermal and fluid science, 57(2014), 40-56.
- [32] R. J. De Dear, E. Arens, Z. Hui, and M. Oguro, Convective and radiative heat transfer coefficients for individual human body segments, International
journal of biometeorology, 40(3) (1997), 141-156.
- [33] N. Djongyang, R. Tchinda, and D. Njomo, Thermal comfort: A review paper, Renewable and sustainable energy reviews, 14(9)(2010), 2626-2640.
- [34] Y. Nishi, and A. P.Gagge, Moisture permeation of clothing: a factor governing thermal equilibrium and comfort, Memoirs of the Faculty of Engineering,
Hokkaido University, 13(Suppl2) (1973), 5-13.