Body Posture and Low Back Pain: Differences between Folk and Ballroom Dancers
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Participants
2.2. Study Procedures
2.3. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Basso, J.C.; Satyal, M.K.; Rugh, R. Dance on the Brain: Enhancing Intra- and Inter-Brain Synchrony. Front. Hum. Neurosci. 2021, 14, 584312. [Google Scholar] [CrossRef]
- Hwang, P.W.-N.; Braun, K.L. The Effectiveness of Dance Interventions to Improve Older Adults’ Health: A Systematic Literature Review. Altern. Ther. Health Med. 2015, 21, 64. [Google Scholar]
- Kochman, M.; Kielar, A.; Kasprzak, M.; Javdaneh, N.; Kasperek, W. Selected Environmental Factors Determining Motor Abilities and Physical Fitness in Adolescents. J. Kinesiol. Exerc. Sci. 2023, 33, 18–26. [Google Scholar] [CrossRef]
- Smith, T.O.; Davies, L.; De Medici, A.; Hakim, A.; Haddad, F.; Macgregor, A. Prevalence and Profile of Musculoskeletal Injuries in Ballet Dancers: A Systematic Review and Meta-Analysis. Phys. Ther. Sport 2016, 19, 50–56. [Google Scholar] [CrossRef]
- Pei, Y.A.; Mahmoud, M.A.; Baldwin, K.; Franklin, C. Comparing Musculoskeletal Injuries across Dance and Gymnastics in Adolescent Females Presenting to Emergency Departments. Int. J. Environ. Res. Public Health 2022, 20, 471. [Google Scholar] [CrossRef]
- Dahlig-Turek, E. Chopin and Polish FOLK. Interdiscip. Stud. Musicol. 2011, 9, 343–355. [Google Scholar]
- Rożek, T. The International Festivals of Polish Children Folk Ensembles. Humanit. Soc. Sci. 2018, 23, 309–321. [Google Scholar] [CrossRef]
- Trochimczyk, M. The Impact of Mazowsze and Śląsk on Polish Folk Dancing in California. Pol. Am. Stud. 2006, 63, 5–34. [Google Scholar] [CrossRef]
- Skiba, K. The Role of Mazowsze State Folk Song and Dance Ensemble in the Post-War Revival of Folk Music and Dance in Poland. Int. J. Tradit. Arts 2022, 4, 1–17. Available online: https://tradartsjournal.ncl.ac.uk/index.php/ijta/article/download/53/26/ (accessed on 1 November 2023).
- Chang, M.; O’Dwyer, N.; Adams, R.; Cobley, S.; Lee, K.-Y.; Halaki, M. Whole-Body Kinematics and Coordination in a Complex Dance Sequence: Differences across Skill Levels. Hum. Mov. Sci. 2020, 69, 102564. [Google Scholar] [CrossRef] [PubMed]
- Janura, M.; Procházková, M.; Svoboda, Z.; Bizovská, L.; Jandová, S.; Konečný, P. Standing Balance of Professional Ballet Dancers and Non-Dancers under Different Conditions. PLoS ONE 2019, 14, e0224145. [Google Scholar] [CrossRef]
- DeMers, J.D. Frame Matching and ΔP T ED: A Framework for Teaching Swing and Blues Dance Partner Connection. Res. Danc. Educ. 2013, 14, 71–80. [Google Scholar] [CrossRef]
- Yoshida, Y.; Bizokas, A.; Demidova, K.; Nakai, S.; Nakai, R.; Nishimura, T. Partnering Effects on Joint Motion Range and Step Length in the Competitive Waltz Dancers. J. Danc. Med. Sci. 2020, 24, 168–174. [Google Scholar] [CrossRef]
- Wild, C.Y.; Grealish, A.; Hopper, D. Lower Limb and Trunk Biomechanics After Fatigue in Competitive Female Irish Dancers. J. Athl. Train. 2017, 52, 643–648. [Google Scholar] [CrossRef]
- Jarvis, D.N.; Smith, J.A.; Kulig, K. Trunk Coordination in Dancers and Nondancers. J. Appl. Biomech. 2014, 30, 547–554. [Google Scholar] [CrossRef]
- Grochowska-Niedworok, E.; Kardas, M.; Fatyga, E.; Piorkowska-Staniek, K.; Muc-Wierzgon, M.; Kokot, T. Study of Top Ballet School Students Revealed Large Deficiencies in Their Body Weight and Body Fat. Acta Paediatr. 2018, 107, 1077–1082. [Google Scholar] [CrossRef]
- Stokić, E.; Srdić, B.; Barak, O. Body Mass Index, Body Fat Mass and the Occurrence of Amenorrhea in Ballet Dancers. Gynecol. Endocrinol. 2005, 20, 195–199. [Google Scholar] [CrossRef]
- Silverii, G.A.; Benvenuti, F.; Morandin, G.; Ricca, V.; Monami, M.; Mannucci, E.; Rotella, F. Eating Psychopathology in Ballet Dancers: A Meta-Analysis of Observational Studies. Eat. Weight Disord. 2021, 27, 405–414. [Google Scholar] [CrossRef]
- De Souza, B.L.; De Souza, P.C.; Ribeiro, A.P. Effect of Low Back Pain on Clinical-Functional Factors and Its Associated Potential Risk of Chronicity in Adolescent Dancers of Classical Ballet: Cross-Sectional Study. BMC Sports Sci. Med. Rehabil. 2022, 14, 81. [Google Scholar] [CrossRef] [PubMed]
- Lin, C.-W.; Fang, Y.-T.; Yang, J.-F.; Hsue, B.-J.; Lin, C.-F. Dancers with Non-Specific Low Back Pain Have Less Lumbar Movement Smoothness than Healthy Dancers. BioMed Eng. OnLine 2023, 22, 39. [Google Scholar] [CrossRef] [PubMed]
- Cejudo, A.; Gómez-Lozano, S.; Sainz De Baranda, P.; Vargas-Macías, A.; Santonja-Medina, F. Sagittal Integral Morphotype of Female Classical Ballet Dancers and Predictors of Sciatica and Low Back Pain. Int. J. Environ. Res. Public Health 2021, 18, 5039. [Google Scholar] [CrossRef]
- Skallerud, A.; Brumbaugh, A.; Fudalla, S.; Parker, T.; Robertson, K.; Pepin, M. Comparing Lumbar Lordosis in Functional Dance Positions in Collegiate Dancers With and Without Low Back Pain. J. Danc. Med. Sci. 2022, 26, 191–201. [Google Scholar] [CrossRef]
- Arcelus, J.; Witcomb, G.L.; Mitchell, A. Prevalence of Eating Disorders amongst Dancers: A Systemic Review and Meta-Analysis. Eur. Eat. Disord. Rev. 2014, 22, 92–101. [Google Scholar] [CrossRef]
- Chan, J.S.Y.; Wu, J.; Deng, K.; Yan, J.H. The Effectiveness of Dance Interventions on Cognition in Patients with Mild Cognitive Impairment: A Meta-Analysis of Randomized Controlled Trials. Neurosci. Biobehav. Rev. 2020, 118, 80–88. [Google Scholar] [CrossRef]
- Trentacosta, N.; Sugimoto, D.; Micheli, L.J. Hip and Groin Injuries in Dancers: A Systematic Review. Sports Health 2017, 9, 422–427. [Google Scholar] [CrossRef]
- Biernacki, J.L.; Stracciolini, A.; Fraser, J.; Micheli, L.J.; Sugimoto, D. Risk Factors for Lower-Extremity Injuries in Female Ballet Dancers: A Systematic Review. Clin. J. Sport Med. 2021, 31, e64–e79. [Google Scholar] [CrossRef]
- Rudolph, I.; Schmidt, T.; Wozniak, T.; Kubin, T.; Ruetters, D.; Huebner, J. Ballroom Dancing as Physical Activity for Patients with Cancer: A Systematic Review and Report of a Pilot Project. J. Cancer Res. Clin. Oncol. 2018, 144, 759–770. [Google Scholar] [CrossRef]
- Aksu, N.; Akgonul, B.; Aksu, T.; Atansay, V.; Kara, A. Traumatic Knee Injury Patterns in Anatolian Folk Dancers: A Case Series and Literature Review. Int. J. Occup. Med. Environ. Health 2019, 32, 585–593. [Google Scholar] [CrossRef]
- Breivik, H.; Borchgrevink, P.C.; Allen, S.M.; Rosseland, L.A.; Romundstad, L.; Breivik Hals, E.K.; Kvarstein, G.; Stubhaug, A. Assessment of Pain. Br. J. Anaesth. 2008, 101, 17–24. [Google Scholar] [CrossRef]
- Bijur, P.E.; Silver, W.; Gallagher, E.J. Reliability of the Visual Analog Scale for Measurement of Acute Pain. Acad. Emerg. Med. 2001, 8, 1153–1157. [Google Scholar] [CrossRef]
- Mourcou, Q.; Fleury, A.; Diot, B.; Franco, C.; Vuillerme, N. Mobile Phone-Based Joint Angle Measurement for Functional Assessment and Rehabilitation of Proprioception. BioMed Res. Int. 2015, 2015, 328142. [Google Scholar] [CrossRef] [PubMed]
- Van Baalen, G.B.; Vanwanseele, B.; Venter, R.R. Reliability and Validity of a Smartphone Device and Clinical Tools for Thoracic Spine Mobility Assessments. Sensors 2023, 23, 7622. [Google Scholar] [CrossRef]
- Sedrez, J.A.; Furlanetto, T.S.; Gelain, G.M.; Candotti, C.T. Validity and Reliability of Smartphones in Assessing Spinal Kinematics: A Systematic Review and Meta-Analysis. J. Manip. Physiol. Ther. 2020, 43, 635–645. [Google Scholar] [CrossRef] [PubMed]
- Guidetti, L.; Placentino, U.; Baldari, C. Reliability and Criterion Validity of the Smartphone Inclinometer Application to Quantify Cervical Spine Mobility. Clin. Spine Surg. Spine Publ. 2017, 30, E1359–E1366. [Google Scholar] [CrossRef]
- Kluszczyński, M.; Czernicki, J.; Kubacki, J. The Plurimetric Assessment Of Spinal Curvature Changes In The Sagittal Plane In Children And Youths, Measured During 10 Years’ Observation. Adv. Rehabil. 2013, 27, 5–12. [Google Scholar] [CrossRef]
- Stolinski, L.; Kozinoga, M.; Czaprowski, D.; Tyrakowski, M.; Cerny, P.; Suzuki, N.; Kotwicki, T. Two-Dimensional Digital Photography for Child Body Posture Evaluation: Standardized Technique, Reliable Parameters and Normative Data for Age 7–10 Years. Scoliosis 2017, 12, 38. [Google Scholar] [CrossRef] [PubMed]
- Walicka-Cupryś, K.; Pelc, A.R.; Pasierb, M.; Płonka, S.; Pal, A.; Rosowska, N. Effect of Lumbar Spine Mobility and Postural Alignment on Menstrual Pain in Young Women. Int. J. Environ. Res. Public Health 2023, 20, 6458. [Google Scholar] [CrossRef]
- Rezvani, A.; Ergin, O.; Karacan, I.; Oncu, M. Validity and Reliability of the Metric Measurements in the Assessment of Lumbar Spine Motion in Patients with Ankylosing Spondylitis. Spine 2012, 37, E1189–E1196. [Google Scholar] [CrossRef]
- Csepregi, É.; Gyurcsik, Z.; Veres-Balajti, I.; Nagy, A.C.; Szekanecz, Z.; Szántó, S. Effects of Classical Breathing Exercises on Posture, Spinal and Chest Mobility among Female University Students Compared to Currently Popular Training Programs. Int. J. Environ. Res. Public Health 2022, 19, 3728. [Google Scholar] [CrossRef]
- Yen, Y.-R.; Luo, J.-F.; Liu, M.-L.; Lu, F.-J.; Wang, S.-R. The Anthropometric Measurement of Schober’s Test in Normal Taiwanese Population. BioMed Res. Int. 2015, 2015, 256365. [Google Scholar] [CrossRef]
- Tarcău, E.; Ianc, D.; Sirbu, E.; Ciobanu, D.; Boca, I.C.; Marcu, F. Effects of Complex Rehabilitation Program on Reducing Pain and Disability in Patients with Lumbar Disc Protrusion—Is Early Intervention the Best Recommendation? J. Pers. Med. 2022, 12, 741. [Google Scholar] [CrossRef] [PubMed]
- Orzechowska, M.; Prętkiewicz-Abacjew, E. The Range of Thoracic-Lumbar Segment of Spine Mobility in Saggital and Transverse Plane among Young Men Divided into Three Groups Differing in the Current Commitment to Physical Activity. Balt. J. Health Phys. Act. 2011, 3, 176–185. [Google Scholar] [CrossRef]
- Srokowska, A.; Bodek, M.; Kurczewski, M.; Srokowski, G.; Lewandowski, A. Deep Tissue Massage and Mobility and Pain in the Thoracic Spine. Balt. J. Health Phys. Act. 2019, 11, 99–108. [Google Scholar] [CrossRef]
- Bendikova, E.; Marko, M.; Rozim, R.; Tomkova, S. Effect of Changes by Physical Program on Muscular and Skeletal Systems of Secondary School Students. J. Phys. Educ. Sport 2020, 20, 1681–1687. [Google Scholar] [CrossRef]
- Maciejczyk, M.; Feć, A. Evaluation of Aerobic Capacity and Energy Expenditure in Folk Dancers. Hum. Mov. 2013, 14, 76–81. [Google Scholar] [CrossRef]
- Yoshida, Y.; Bizokas, A.; Demidova, K.; Nakai, S.; Nakai, R.; Nishimura, T. What Are the Kinematic Characteristics of the World Champion Couple in Competitive Ballroom Dance during the Waltz’s Spin Movement? Front. Sports Act. Living 2022, 4, 941042. [Google Scholar] [CrossRef]
- Swain, C.T.V.; Whyte, D.G.; Ekegren, C.L.; Taylor, P.; McMaster, K.; Lee Dow, C.; Bradshaw, E.J. Multi-Segment Spine Kinematics: Relationship with Dance Training and Low Back Pain. Gait Posture 2019, 68, 274–279. [Google Scholar] [CrossRef]
- McMeeken, J.; Tully, E.; Nattrass, C.; Stillman, B. The Effect of Spinal and Pelvic Posture and Mobility on Back Pain in Young Dancers and Non-Dancers. J. Danc. Med. Sci. 2002, 6, 79–86. [Google Scholar] [CrossRef]
- Gottschlich, L.M.; Young, C.C. Spine Injuries in Dancers. Curr. Sports Med. Rep. 2011, 10, 40–44. [Google Scholar] [CrossRef]
- Roussel, N.; De Kooning, M.; Schutt, A.; Mottram, S.; Truijen, S.; Nijs, J.; Daenen, L. Motor Control and Low Back Pain in Dancers. Int. J. Sports Med. 2012, 34, 138–143. [Google Scholar] [CrossRef]
- Henn, E.D.; Smith, T.; Ambegaonkar, J.P.; Wyon, M. Low Back Pain and Injury in Ballet, Modern, And Hip—Hop Dancers: A Systematic Review. Int. J. Sports Phys. Ther. 2020, 15, 671–687. [Google Scholar] [CrossRef]
- Geneen, L.J.; Moore, R.A.; Clarke, C.; Martin, D.; Colvin, L.A.; Smith, B.H. Physical Activity and Exercise for Chronic Pain in Adults: An Overview of Cochrane Reviews. Cochrane Database Syst. Rev. 2017, 2020, CD011279. [Google Scholar] [CrossRef]
- Gobbo, S.; Bullo, V.; Bergamo, M.; Duregon, F.; Vendramin, B.; Battista, F.; Roma, E.; Bocalini, D.S.; Rica, R.L.; Alberton, C.L.; et al. Physical Exercise Is Confirmed to Reduce Low Back Pain Symptoms in Office Workers: A Systematic Review of the Evidence to Improve Best Practices in the Workplace. J. Funct. Morphol. Kinesiol. 2019, 4, 43. [Google Scholar] [CrossRef]
- Kochman, M.; Kasperek, W.; Guzik, A.; Drużbicki, M. Body Composition and Physical Fitness: Does This Relationship Change in 4 Years in Young Adults? Int. J. Environ. Res. Public Health 2022, 19, 1579. [Google Scholar] [CrossRef]
- Li, F.; Adrien, N.; He, Y. Biomechanical Risks Associated with Foot and Ankle Injuries in Ballet Dancers: A Systematic Review. Int. J. Environ. Res. Public Health 2022, 19, 4916. [Google Scholar] [CrossRef]
Variable | Group | Female | Male | Total | χ2 | p | ||||
---|---|---|---|---|---|---|---|---|---|---|
n | % | n | % | n | % | |||||
Gender | FD | 13 | 68.42% | 6 | 31.58% | 19 | 37.25% | 0.85 | 0.65 | |
BD | 8 | 53.33% | 7 | 46.67% | 15 | 29.41% | ||||
ND | 11 | 64.71% | 6 | 35.29% | 17 | 33.33% | ||||
Mean | SD | Min | Max | Q1 | Me | Q3 | H | p | ||
Age | FD | 23.7 | 3.88 | 21 | 32 | 21 | 23 | 28 | 4.36 | 0.11 |
BD | 25.4 | 2.77 | 19 | 30 | 24 | 25 | 29 | |||
ND | 25.4 | 3.04 | 18 | 30 | 24 | 25 | 28 | |||
Body mass [kg] | FD | 64.4 | 10.53 | 51 | 78 | 55 | 60 | 77 | 2.73 | 0.26 |
BD | 69.4 | 11.03 | 52 | 84 | 61 | 65 | 80 | |||
ND | 67.94 | 17.20 | 51 | 115 | 56 | 63 | 70 | |||
Height [cm] | FD | 171 | 9.89 | 155 | 192 | 164 | 169 | 178 | 4.55 | 0.1 |
BD | 175 | 7.83 | 159 | 189 | 169 | 175 | 182 | |||
ND | 169 | 6.18 | 160 | 180 | 160 | 169 | 174 | |||
BMI | FD | 22.04 | 2.42 | 18.78 | 28.28 | 20.31 | 22.06 | 23.29 | 0.65 | 0.72 |
BD | 22.47 | 1.86 | 18.72 | 25.25 | 20.89 | 22.03 | 24.34 | |||
ND | 23.64 | 5.55 | 18.37 | 41.73 | 20.32 | 22.75 | 23.46 | |||
Mean | SD | Min | Max | Q1 | Me | Q3 | z | p | ||
Dancing experience [years] | FD | 8.55 | 3.51 | 2 | 15 | 6 | 10 | 10 | −1.6 | 0.11 |
BD | 6.67 | 3.02 | 2 | 12 | 4 | 7 | 9 | |||
Training intensity [h/week] | FD | 4.2 | 1.12 | 2 | 7 | 3 | 4 | 7 | −0.6 | 0.58 |
BD | 3.9 | 1.34 | 2 | 6 | 3 | 4 | 6 |
Group | Mean | SD | Min | Max | Q1 | Me | Q3 | H | p |
---|---|---|---|---|---|---|---|---|---|
Segmental mobility of the spine | |||||||||
Otto’s Test [cm] | |||||||||
FD | 2.29 | 1.14 | 1 | 5.5 | 1 | 2 | 3 | 2.33 | 0.31 |
BD | 1.93 | 1.67 | 0.5 | 7 | 0.5 | 2 | 2.5 | ||
ND | 2.29 | 1.18 | 0 | 4 | 1.5 | 2.5 | 3 | ||
Schober’s Test [cm] | |||||||||
FD | 4.61 | 1.71 | 2 | 7 | 3 | 5 | 6 | 2.70 | 0.26 |
BD | 5.6 | 1.18 | 2.5 | 8 | 5 | 6 | 6 | ||
ND | 5.18 | 1.69 | 4 | 9 | 4 | 5 | 6 | ||
Depth of spinal curvatures | |||||||||
Sacral inclination [degree] | |||||||||
FD | 25.5 | 3.64 | 17 | 30 | 23 | 27 | 28 | 0.40 | 0.82 |
BD | 24.79 | 7.41 | 10.5 | 35 | 18 | 25 | 29 | ||
ND | 26.14 | 7.79 | 9.5 | 40 | 22.5 | 27 | 30 | ||
Lumbar lordosis [degree] | |||||||||
FD | 39.05 | 5.92 | 31 | 49.2 | 34 | 37 | 45 | 0.49 | 0.78 |
BD | 37 | 3.82 | 31 | 43.5 | 34 | 37 | 39 | ||
ND | 38.62 | 7.44 | 27 | 53.7 | 35 | 37 | 40 | ||
Thoracic kyphosis [degree] | |||||||||
FD | 41.57 | 7.53 | 29 | 55.5 | 37 | 40 | 47.8 | 7.84 | 0.02 |
BD | 34 | 6.57 | 22 | 47 | 29 | 33 | 38 | ||
ND | 40.36 | 8.74 | 26 | 57.3 | 35.3 | 39.6 | 44.8 |
Group | Yes | No | Total | χ2 | p | |||
---|---|---|---|---|---|---|---|---|
n | % | n | % | n | % | |||
Chronic low back pain | 3.49 | 0.17 | ||||||
FD | 8 | 42.1% | 11 | 57.9% | 19 | 37.3% | ||
BD | 10 | 66.7% | 5 | 33.3% | 15 | 29.4% | ||
ND | 6 | 35.3% | 11 | 64.7% | 17 | 33.3% |
Group | Mean | SD | Min | Max | Q1 | Me | Q3 | H | p |
---|---|---|---|---|---|---|---|---|---|
Low back pain intensity | |||||||||
FD | 5.75 | 2.21 | 3 | 8 | 4 | 6 | 7 | 2.83 | 0.24 |
BD | 3.25 | 0.5 | 3 | 6 | 3 | 3 | 3.5 | ||
ND | 5.5 | 2.08 | 3 | 8 | 4 | 5.5 | 7 |
Variable | FD | BD | ND | |||
---|---|---|---|---|---|---|
r | p | r | p | r | p | |
Thoracic ROM | −0.3 | 0.47 | −0.11 | 0.78 | −0.95 | 0.003 |
Lumbar ROM | −0.44 | 0.28 | 0.23 | 0.55 | 0.21 | 0.69 |
Sacral inclination | 0.23 | 0.58 | −0.42 | 0.27 | −0.64 | 0.17 |
Lumbar lordosis | −0.04 | 0.92 | −0.4 | 0.29 | 0.03 | 0.95 |
Thoracic kyphosis | 0.4 | 0.33 | 0.37 | 0.33 | 0.03 | 0.95 |
Variable | FD | BD | ||
---|---|---|---|---|
r | p | r | p | |
Low back pain intensity | ||||
Dancing experience | 0.06 | 0.88 | 0.52 | 0.15 |
Training intensity | −0.21 | 0.62 | −0.64 | 0.07 |
BMI | ||||
Dancing experience | 0.67 | 0.002 | −0.17 | 0.56 |
Training intensity | 0.26 | 0.27 | −0.2 | 0.46 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Kochman, M.; Cmela, G.; Kasperek, W.; Guzik, A.; Drużbicki, M. Body Posture and Low Back Pain: Differences between Folk and Ballroom Dancers. Healthcare 2024, 12, 137. https://doi.org/10.3390/healthcare12020137
Kochman M, Cmela G, Kasperek W, Guzik A, Drużbicki M. Body Posture and Low Back Pain: Differences between Folk and Ballroom Dancers. Healthcare. 2024; 12(2):137. https://doi.org/10.3390/healthcare12020137
Chicago/Turabian StyleKochman, Maciej, Gabriela Cmela, Wojciech Kasperek, Agnieszka Guzik, and Mariusz Drużbicki. 2024. "Body Posture and Low Back Pain: Differences between Folk and Ballroom Dancers" Healthcare 12, no. 2: 137. https://doi.org/10.3390/healthcare12020137
APA StyleKochman, M., Cmela, G., Kasperek, W., Guzik, A., & Drużbicki, M. (2024). Body Posture and Low Back Pain: Differences between Folk and Ballroom Dancers. Healthcare, 12(2), 137. https://doi.org/10.3390/healthcare12020137