Ultraviolet Radiation Knowledge and Exposure Practices Among Serbian High School Students: Results of a Nationwide Survey
Abstract
:1. Introduction
2. Materials and Methods
3. Results
3.1. Knowledge
3.2. Motivation
3.3. Exposure
3.4. Protection
3.5. The Association Between Research Topics
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
BCC | basal cell carcinoma |
MSC | melanoma skin cancer |
NMSC | nonmelanoma skin cancer |
SCC | squamous cell carcinoma |
SPF | sun protection factor |
UVI | ultraviolet index |
UVR | ultraviolet radiation |
References
- Meves, A.; Repacholi, M.H.; Rehfuess, E.A. Global Solar UV Index: A physician’s tool for fighting the skin cancer epidemic. Int. J. Dermatol. 2003, 42, 846–849. [Google Scholar] [CrossRef] [PubMed]
- Pleasance, E.D.; Cheetham, R.K.; Stephens, P.J.; McBride, D.J.; Humphray, S.J.; Greenman, C.D.; Varela, I.; Lin, M.L.; Ordóñez, G.R.; Bignell, G.R.; et al. A comprehensive catalogue of somatic mutations from a human cancer genome. Nature 2010, 463, 191–196. [Google Scholar] [CrossRef] [PubMed]
- Rosso, S.; Zanetti, R.; Martinez, C.; Tormo, M.; Schraub, S.; Franceschi, S.; Gafà, L.; Perea, E.; Navarro, C.; Laurent, R.; et al. The multicenter south European study “Helios II”: Different sun exposure patterns in the aetiology of basal cell and squamous cell carcinomas of the skin. Br. J. Cancer 1996, 73, 1447–1454. [Google Scholar] [CrossRef]
- Green, A.; Autier, P.; Boniol, M.; International Agency for Research on Cancer Working Group on Artificial Ultraviolet (UV) Light and Skin Cancer. The association of use of sunbeds with cutaneous malignant melanoma and other skin cancers: A systematic review. Int. J. Cancer 2007, 120, 1116–1122. [Google Scholar] [CrossRef]
- Lee, A.; Garbutcheon-Singh, K.B.; Dixit, S.; Brown, P.; Smith, S.D. The Influence of Age and Gender in Knowledge, Behaviors and Attitudes Towards Sun Protection: A Cross-Sectional Survey of Australian Outpatient Clinic Attendees. Am. J. Clin. Dermatol. 2015, 16, 47–54. [Google Scholar] [CrossRef]
- World Health Organization. Radiation. Ultraviolet (UV) Radiation and Skin Cancer. 2024. Available online: https://www.who.int/news-room/questions-and-answers/item/radiation-ultraviolet-(uv)-radiation-and-skin-cancerV (accessed on 21 December 2024).
- Arnold, M.; Singh, D.; Laversanne, M.; Vignat, J.; Vaccarella, S.; Meheus, F.; Cust, A.E.; de Vries, E.; Whiteman, D.C.; Bray, F. Global Burden of Cutaneous Melanoma in 2020 and Projections to 2040. JAMA Dermatol. 2022, 158, 495–503. [Google Scholar] [CrossRef]
- Hu, W.; Fang, L.; Ni, R.; Hengchuan, Z.; Pan, G. Changing Trends in the Disease Burden of Nonmelanoma Skin Cancer Globally from 1990 to 2019 and Its Predicted Level in 25 Years. BMC Cancer 2022, 22, 836. [Google Scholar] [CrossRef]
- Baade, P.D.; Green, A.C.; Smithers, B.M.; Aitken, J.F. Trends in melanoma incidence among children: Possible influence of sun-protection programs. Expert Rev. Anticancer Ther. 2011, 11, 661–664. [Google Scholar] [CrossRef]
- Green, A.C.; Wallingford, S.C.; McBride, P. Childhood exposure to ultraviolet radiation and harmful skin effects: Epidemiological evidence. Prog. Biophys. Mol. Biol. 2011, 107, 349–355. [Google Scholar] [CrossRef]
- Al-Mutairi, N.; Nair, V.; Issa, B. Photoprotection and vitamin D status: A study on awareness, knowledge and attitude towards sun protection in general population from Kuwait, and its relation with vitamin D levels. Indian J. Dermatol Venereol Leprol. 2012, 78, 342–349. [Google Scholar] [CrossRef]
- Borner, F.U.; Schutz, H.; Wiedemann, P. The influence of the UV-index on attitudes toward sun exposure in the German population. J. Cancer Educ. 2010, 25, 643–649. [Google Scholar] [CrossRef] [PubMed]
- Bränström, R.; Ullén, H.; Brandberg, Y. Attitudes, subjective norms and perception of behavioural control as predictors of sun-related behaviour in Swedish adults. Prev. Med. 2004, 39, 992–999. [Google Scholar] [CrossRef] [PubMed]
- Buller, D.B.; Cokkinides, V.; Hall, H.I.; Hartman, A.M.; Saraiya, M.; Miller, E.; Paddock, L.; Glanz, K. Prevalence of sunburn, sun protection, and indoor tanning behaviors among Americans: Review from national surveys and case studies of 3 states. J. Am. Acad. Dermatol. 2011, 65, S114–S123. [Google Scholar] [CrossRef]
- Halpern, A.C.; Kopp, L.J. Awareness, knowledge and attitudes to nonmelanoma skin cancer and actinic keratosis among the general public. Int. J. Dermatol. 2005, 44, 107–111. [Google Scholar] [CrossRef]
- Haluza, D.; Simic, S.; Höltge, J.; Cervinka, R.; Moshammer, H. Gender aspects of recreational sun-protective behavior: Results of a representative, population-based survey among Austrian residents. Photodermatol. Photoimmunol. Photomed. 2016, 32, 11–21. [Google Scholar] [CrossRef]
- Miles, J.; Waller, S.; Hiom, D. Swanston, SunSmart? Skin cancer knowledge and preventive behaviour in a British population representative sample. Health Educ. Res. 2005, 20, 579–585. [Google Scholar] [CrossRef]
- Morris, J.; Laing-Morton, T.; Marno, P.; Curnow, A. An investigation into the awareness and understanding of the ultraviolet index forecasts in the South West of England. Photochem. Photobiol. Sci. 2011, 10, 103–108. [Google Scholar] [CrossRef]
- Mousavi, F.; Golestan, B.; Vaseie, M.; Vaseie, L.; Khajeh-Kazemi, R. Knowledge, Attitude, and Practice of Adults to the Protective Actions against Sun in Northwest Tehran, Iran. Arch. Iran. Med. 2011, 14, 126–131. [Google Scholar]
- Purdue, M.P. Predictors of sun protection in Canadian adults. Can. J. Public Health 2002, 93, 470–474. [Google Scholar] [CrossRef]
- Afiouni, R.; Helou, J.; Bou-Orm, I. Knowledge of the risks of ultraviolet radiation, sun exposure attitudes and practices among Lebanese university students. Prev. Med. Rep. 2024, 47, 102900. [Google Scholar] [CrossRef]
- Basch, C.H.; Cadorett, V.; MacLean, S.A.; Hillyer, G.C.; Kernan, W.D. Attitudes and behaviors related to sun-safety in college students. J. Community Health 2017, 42, 757–762. [Google Scholar] [CrossRef] [PubMed]
- Brandberg, Y.; Ullén, H.; Sjöberg, L.; Holm, L.E. Sunbathing and sunbed use related to self-image in a randomized sample of Swedish adolescents. Eur. J. Cancer Prev. 1998, 7, 321–329. [Google Scholar] [CrossRef]
- Cano, E.; Fida, M.; Vasili, E. Sun exposure knowledge and behaviors among adolescence. In Proceedings of the EADV 30th Congress 2021-Anniversary Edition, 29 September–2 October 2021. [Google Scholar]
- Dobbinson, S.; Wakefield, M.; Hill, D.; Girgis, A.; Aitken, J.F.; Beckmann, K.; Reeder, A.I.; Herd, N.; Fairthorne, A.; Bowles, K.A. Prevalence and determinants of Australian adolescents’ and adults’ weekend sun protection and sunburn, summer 2003–2004. J. Am. Acad. Dermatol. 2008, 59, 602–614. [Google Scholar] [CrossRef]
- Forsea, I.; Popescu, G.; Turcu, G.; Giurcaneanu, C.; Geller, A.C. Knowledge, behavior, and attitudes related to skin cancer prevention among final year medical students. Eur. J. Dermatol. 2012, 22, 790–792. [Google Scholar] [CrossRef]
- Gao, Q.; Liu, G.; Liu, Y. Knowledge, attitude and practice regarding solar ultraviolet exposure among medical university students in Northeast China. J. Photochem. Photobiol. B Biol. 2014, 140, 14–19. [Google Scholar] [CrossRef]
- Görig, T.; Diehl, K.; Greinert, R.; Breitbart, E.W.; Schneider, S. Prevalence of sun-protective behaviour and intentional sun tanning in German adolescents and adults: Results of a nationwide telephone survey. J. Eur. Acad. Dermatol. Venereol. 2018, 32, 225–235. [Google Scholar] [CrossRef]
- Hillhouse, J.J.; Stair, A.W., III.; Adler, C.M. Predictors of sunbathing and sunscreen use in college undergraduates. J. Behav. Med. 1996, 19, 543–561. [Google Scholar] [CrossRef]
- Kirk, L.; Greenfield, S. Knowledge and attitudes of UK university students in relation to ultraviolet radiation (UVR) exposure and their sun-related behaviours: A qualitative study. BMJ Open 2017, 7, e014388. [Google Scholar] [CrossRef]
- Rouhani, P.; Parmet, Y.; Bessell, A.G.; Peay, T.; Weiss, A.; Kirsner, R.S. Knowledge, Attitudes, and Behaviors of Elementary School Students Regarding Sun Exposure and Skin Cancer. Pediatr. Dermatol. 2009, 26, 529–535. [Google Scholar] [CrossRef]
- Theodosi, S.; Nicolaidou, I. Validation of the Sun Exposure and Protection Index (SEPI) in Greek: An Instrument for Measuring Children’s Sun Protection Propensity. Sustainability 2023, 15, 1870. [Google Scholar] [CrossRef]
- Italia, N.; Rehfuess, E.A. Is the Global Solar UV Index an effective instrument for promoting sun protection? A systematic review. Health Educ. Res. 2012, 27, 200–213. [Google Scholar] [CrossRef] [PubMed]
- Heckman, C.J.; Liang, K.; Riley, M. Awareness, understanding, use, and impact of the UV index: A systematic review of over two decades of international research. Prev. Med. 2019, 123, 71–83. [Google Scholar] [CrossRef] [PubMed]
- Rancic, N.K.; Tiodorovic, D.B.; Ilic, M.V.; Kocic, B.N.; Maksimovic, N.S.; Kocic, I.D.; Miljkovic, D.P.; Tasic Otasevic, S. Trend Patterns of Melanoma Skin in Serbia from 1999 to 2020. Preprints 2023, 2023110633. [Google Scholar] [CrossRef]
- Babic, Z.; Rancic, N.; Ilic, S.; Corovic, S.; Milicic, V.; Djordjevic, G.; Ilic, O.; Radevic, S. Trends in Melanoma Mortality in Serbia: A 22-Year Population-Based Study. Iran. J. Public Health 2024, 53, 828–836. [Google Scholar] [CrossRef]
- Antonijević, A.; Rančić, N.; Ilić, M.; Kosić, B.; Stevanović, J.; Milić, M. Trends in Incidence of Non-Melanoma and Melanoma Skin Cancers in Central Serbia. Srp. Arh. Celok. Lek. 2018, 146, 391–395. [Google Scholar] [CrossRef]
- Pantović, M.; Djordjević, O.; Radević, S.; Banković, D.; Parezanović Ilić, K.; Radovanović, S. Mortality of Malignant Melanoma in Central Serbia, in The Period 1999–2015. Dermatol. Pract. Concept. 2023, 13, e202308. [Google Scholar] [CrossRef]
- Ilić, D.; Videnović, G.; Koyomara, R.; Radaković, S.S.; Vlahović, Y.; Matvijenko, V.; Živković, S. Nonmelanoma Skin Cancer in Serbia (1999–2015)—The Need for National Prevention and Control Strategy. Vojnosanit. Pregl. 2020, 7, 1154–1160. [Google Scholar] [CrossRef]
- International Agency for Research on Cancer. Global Cancer Observatory. Available online: https://gco.iarc.who.int/ (accessed on 5 January 2025).
- Holman, D.M.; Watson, M. Correlates of Intentional Tanning among Adolescents in the United States: A Systematic Review of the Literature. J. Adolesc. Health 2013, 52, S52–S59. [Google Scholar] [CrossRef]
- Peacey, V.; Steptoe, A.; Sanderman, R.; Wardle, J. Ten-Year Changes in Sun Protection Behaviors and Beliefs of Young Adults in 13 European Countries. Prev. Med. 2006, 43, 460–465. [Google Scholar] [CrossRef]
- Cokkinides, V.; Weinstock, M.; Glanz, K.; Albano, J.; Ward, E.; Thun, M. Trends in Sunburns, Sun Protection Practices, and Attitudes toward Sun Exposure Protection and Tanning among US Adolescents, 1998–2004. Pediatrics 2006, 118, 853–864. [Google Scholar] [CrossRef]
- Alebrahim, M.A.; Bakkar, M.M.; Al Darayseh, A.; Msameh, A.; Jarrar, D.; Aljabari, S.; Khater, W. Awareness and Knowledge of the Effect of Ultraviolet (UV) Radiation on the Eyes and the Relevant Protective Practices: A Cross-Sectional Study from Jordan. Healthcare 2022, 10, 2414. [Google Scholar] [CrossRef] [PubMed]
- Miljković, S.V.; Jovanović Ljesković, N. Sun Protection Behavior among Adolescents—A Comparative Study Conducted in 2008 and 2012. Med. Pregl. 2016, 69, 281–287. [Google Scholar] [CrossRef] [PubMed]
- Skiljević, D.S.; Srecković, L. Ultraviolet radiation exposure among Belgrade high school students: Analysis of knowledge, attitudes and behaviour. J. Eur. Acad. Dermatol. Venereol. 2019, 33, 63–75. [Google Scholar] [CrossRef] [PubMed]
- Cochran, W.G. Sampling Techniques, 3rd ed.; John Wiley & Sons: New York, NY, USA, 1977. [Google Scholar]
- Republic Statistical Office. Bulletin. Secondary Education. Beginning of the School Year 2024/2025; Republic Statistical Office: Belgrade, Serbia, 2025. [Google Scholar]
- Cronbach, L.J. Coefficient alpha and the internal structure of tests. Psychometrika 1951, 16, 297–334. [Google Scholar] [CrossRef]
- Cronbach, L.J.; Shavelson, R.J. My Current Thoughts on Coefficient Alpha and Successor Procedures. Educ. Psychol. Meas. 2004, 64, 391–418. [Google Scholar] [CrossRef]
- Gravetter, F.J.; Wallnau, L.B. Statistics for the Behavioral Sciences, 9th ed.; Thompson Wadsworth: Wadsworth, OH, USA, 2013. [Google Scholar]
- Lee, D.K. Alternatives to P value: Confidence interval and effect size. Korean J. Anesthesiol. 2016, 69, 555. [Google Scholar] [CrossRef]
- Akoglu, H. User’s guide to correlation coefficients. Turk. J. Emerg. Med. 2018, 18, 91–93. [Google Scholar] [CrossRef]
- Zdravković, M.; Osinova, D.; Brull, S.J.; Prielipp, R.C.; Simões, C.M.; Berger-Estilita, J.; Matas, M.; Santos, S.; Stroo, K.; Bouzia, A.; et al. Perceptions of gender equity in departmental leadership, research opportunities, and clinical work attitudes: An international survey of 11 781 anaesthesiologists. Br. J. Anaesth. 2020, 124, e160–e170. [Google Scholar] [CrossRef]
- Dai, J.; Teng, L.; Zhao, L.; Zou, H. The combined analgesic effect of pregabalin and morphine in the treatment of pancreatic cancer pain, a retrospective study. Cancer Med. 2021, 10, 1738–1744. [Google Scholar] [CrossRef]
- Vitt, R.; Laschewski, G.; Bais, A.F.; Diémoz, H.; Fountoulakis, I.; Siani, A.-M.; Matzarakis, A. UV-Index Climatology for Europe Based on Satellite Data. Atmosphere 2020, 11, 727. [Google Scholar] [CrossRef]
- Videnović, G.; Miljuš, D.; Ilić, D.; Krasić, D.; Živković, S. Nonmelanoma skin cancer in the population of the city of Belgrade in the period 1999–2011. Srp. Arh. Celok. Lek. 2015, 143, 290–295. [Google Scholar] [CrossRef] [PubMed]
- Stratigos, A.J.; Forsea, A.M.; van der Leest, R.J.T.; de Vries, E.; Nagore, E.; Bulliard, J.L.; Trakatelli, M.; Paoli, J.; Peris, K.; Hercogova, J.; et al. Euromelanoma: A dermatology-led European campaign against nonmelanoma skin cancer and cutaneous melanoma. Past, present and future. Br. J. Dermatol. 2012, 167, 99–104. [Google Scholar] [CrossRef] [PubMed]
- Kaiser, I.; Pfahlberg, A.B.; Lehmann, M.; Buchta, E.; Uter, W.; Gefeller, O. The extent of public awareness and use of the Global Solar UV Index as a worldwide health promotion instrument to improve sun protection: A systematic review and meta-analysis. Photochem. Photobiol. 2024, 101, 636–659. [Google Scholar] [CrossRef]
- Harrison, S.L.; Saunders, V.; Nowak, M. Baseline survey of sun-protection knowledge, practices and policy in early childhood settings in Queensland, Australia. Health Educ. Res. 2007, 22, 261–271. [Google Scholar] [CrossRef]
- Gefeller, O.; Mathes, S.; Uter, W.; Pfahlberg, A.B. The Role of the Global Solar UV Index for Sun Protection of Children in German Kindergartens. Children 2022, 9, 198. [Google Scholar] [CrossRef]
- Haluza, D.; Moshammer, H.; Kundi, M.; Cervinka, R. Public (skin) health perspectives of gender differences in tanning habits and sun protective behaviour: A cross-sectional questionnaire survey. Wien Klin Wochenschr 2015, 127, 124–131. [Google Scholar] [CrossRef]
- Nesterenko, R.; Pleša, D.; Bataraga, E. Knowledge of the effects of UV radiation and blue light on the skin, the proper use of protective cosmetics and usage patterns in Latvia. Glob. J. Dermatol. Venereol. 2022, 10, 7–15. [Google Scholar] [CrossRef]
- Falk, M.; Anderson, C.D. Influence of age, gender, educational level and self-estimation of skin type on sun exposure habits and readiness to increase sun protection. Cancer Epidemiol. 2013, 37, 127–132. [Google Scholar] [CrossRef]
- Shahzad, S.; Sami, F.L.; Ishtiaq, A.; Sheikh, N.S.; Abid, M.; Ahmed, H.; Sami, H.L.; Anis, N.; Rafiq, M.U. Knowledge and practice regarding hazards of ultraviolet radiation amongst medical students of Pakistan: A cross-sectional study. J. Environ. Sci. Public Health 2020, 4, 318–329. [Google Scholar] [CrossRef]
- Weinstock, M.A. The struggle for primary prevention of skin cancer. Am. J. Prev. Med. 2008, 34, 171–172. [Google Scholar] [CrossRef]
- Bränström, R.; Ullén, H.; Brandberg, Y. A randomised population-based intervention to examine the effects of the ultraviolet index on tanning behaviour. Eur. J. Cancer 2003, 39, 968–974. [Google Scholar] [CrossRef] [PubMed]
- Cafri, G.; Thompson, J.K.; Roehrig, M.; Rojas, A.; Sperry, S.; Jacobsen, P.B.; Hillhouse, J. Appearance motives to tan and not tan: Evidence for validity and reliability of a new scale. Ann. Behav. Med. 2008, 35, 209–220. [Google Scholar] [CrossRef] [PubMed]
- Devos, S.A.; Baeyens, K.; Van Hecke, L. Sunscreen use and skin protection behavior on the Belgian beach. Int. J. Dermatol. 2003, 42, 352–356. [Google Scholar] [CrossRef] [PubMed]
- Bränström, R.; Brandberg, Y.; Holm, L.; Sjöberg, L.; Ullén, H. Beliefs, knowledge and attitudes as predictors of sunbathing habits and use of sun protection among Swedish adolescents. Eur. J. Cancer Prev. 2001, 10, 337–345. [Google Scholar] [CrossRef]
Research Topics | ||||
---|---|---|---|---|
Knowledge | Motivation | Exposure | Protection | |
Explanatory variables | Gender Skin type Family skin cancer history Region Settlement School Family income | Gender Skin type Family skin cancer history Region Settlement School Family income Knowledge | Gender Skin type Family skin cancer history Region Settlement School Family income Knowledge Motivation | Gender Skin type Family skin cancer history Region Settlement School Family income Knowledge Motivation |
Variables | Categories | Count (%) | Knowledge (%) | χ2, p, Cramer’s V | |||
---|---|---|---|---|---|---|---|
L | M-L | M-H | H | ||||
Gender | Male | 32.65 | 27.82 | 21.55 | 31.83 | 18.80 | 50.003, <0.0001, 0.202 |
Female | 67.35 | 14.22 | 17.50 | 34.75 | 33.54 | ||
Skin type | I | 11.95 | 15.07 | 21.92 | 28.08 | 34.93 | 15.227, 0.080, 0.064 |
II | 44.84 | 18.43 | 16.79 | 35.58 | 29.20 | ||
III | 38.22 | 19.49 | 20.34 | 35.12 | 25.05 | ||
IV | 4.99 | 22.95 | 18.03 | 21.31 | 37.70 | ||
Family skin cancer history | No | 96.15 | 18.55 | 18.98 | 34.13 | 28.34 | 3.128, 0.372, 0.051 |
Yes | 3.85 | 21.28 | 14.89 | 25.53 | 38.30 | ||
Region | City of Belgrade | 15.22 | 17.20 | 16.67 | 32.26 | 33.87 | 20.372, 0.060, 0.075 |
Eastern and Southern Serbia | 26.35 | 21.74 | 18.94 | 36.65 | 22.67 | ||
Western Serbia and Šumadija | 14.81 | 18.78 | 17.13 | 29.83 | 34.25 | ||
Vojvodina | 41.16 | 16.30 | 20.28 | 33.80 | 29.62 | ||
Kosovo and Metohija | 2.45 | 33.33 | 16.67 | 36.67 | 13.33 | ||
Settlement | Rural | 33.06 | 26.24 | 20.30 | 32.18 | 21.29 | 31.369, <0.0001, 0.160 |
Urban | 66.94 | 14.91 | 18.09 | 34.60 | 32.40 | ||
School | Gymnasium | 49.92 | 12.95 | 17.38 | 36.72 | 32.95 | 60.250, <0.0001, 0.128 |
Four-year vocational secondary school | 36.09 | 21.09 | 20.63 | 32.88 | 25.40 | ||
Three-year vocational secondary school | 11.70 | 37.06 | 19.58 | 25.87 | 17.48 | ||
Art school | 2.29 | 10.71 | 17.86 | 25.00 | 46.43 | ||
Family income | Below average | 6.55 | 20.00 | 20.00 | 36.25 | 23.75 | 4.017, 0.674, 0.040 |
Average | 80.61 | 18.78 | 19.19 | 32.69 | 29.34 | ||
Above average | 12.85 | 17.20 | 15.92 | 39.49 | 27.39 |
Variables | Categories | Count (%) | Motivation (%) | χ2, p, Cramer’s V | |||
---|---|---|---|---|---|---|---|
L | M-L | M-H | H | ||||
Gender | Male | 32.65 | 23.06 | 30.08 | 37.59 | 9.27 | 49.617, <0.0001, 0.202 |
Female | 67.35 | 17.86 | 21.75 | 34.14 | 26.25 | ||
Skin type | I | 11.95 | 23.29 | 23.97 | 37.67 | 15.07 | 17.242, 0.045, 0.069 |
II | 44.84 | 18.98 | 25.18 | 35.58 | 20.26 | ||
III | 38.22 | 17.99 | 24.84 | 35.97 | 21.20 | ||
IV | 4.99 | 27.87 | 16.39 | 21.31 | 34.43 | ||
Family skin cancer history | No | 96.15 | 19.32 | 24.26 | 35.23 | 21.19 | 4.978, 0.173, 0.064 |
Yes | 3.85 | 25.53 | 29.79 | 36.17 | 8.51 | ||
Region | City of Belgrade | 15.22 | 22.58 | 25.27 | 31.72 | 20.43 | 20.661, 0.056, 0.075 |
Eastern and Southern Serbia | 26.35 | 19.57 | 22.98 | 35.40 | 22.05 | ||
Western Serbia and Šumadija | 14.81 | 27.07 | 26.52 | 29.28 | 17.13 | ||
Vojvodina | 41.16 | 15.11 | 24.25 | 39.17 | 21.47 | ||
Kosovo and Metohija | 2.45 | 30.00 | 26.67 | 26.67 | 16.67 | ||
Settlement | Rural | 33.06 | 22.28 | 28.22 | 36.39 | 13.12 | 22.734, <0.0001, 0.136 |
Urban | 66.94 | 18.22 | 22.62 | 34.72 | 24.45 | ||
School | Gymnasium | 49.92 | 16.23 | 20.82 | 35.74 | 27.21 | 45.748, <0.0001, 0.112 |
Four-year vocational secondary school | 36.09 | 22.68 | 27.44 | 34.47 | 15.42 | ||
Three-year vocational secondary school | 11.70 | 20.28 | 30.07 | 37.06 | 12.59 | ||
Art school | 2.29 | 39.29 | 28.57 | 28.57 | 3.57 | ||
Family income | Below average | 6.55 | 23.75 | 27.50 | 35.00 | 13.75 | 6.624, 0.357, 0.052 |
Average | 80.61 | 19.49 | 24.67 | 35.53 | 20.30 | ||
Above average | 12.85 | 17.83 | 21.66 | 33.76 | 26.75 | ||
Knowledge | L | 18.66 | 16.67 | 28.51 | 42.98 | 11.84 | 8.741, 0.462, 0.085 |
M-L | 18.82 | 21.30 | 24.78 | 35.65 | 18.26 | ||
M-H | 33.80 | 19.85 | 22.03 | 34.14 | 23.97 | ||
H | 28.72 | 19.94 | 24.50 | 31.34 | 24.22 |
Variables | Categories | Count (%) | Exposure (%) | χ2, p, Cramer’s V | |||
---|---|---|---|---|---|---|---|
L | M-L | M-H | H | ||||
Gender | Male | 32.65 | 10.78 | 30.58 | 42.61 | 16.04 | 20.794, <0.0001, 0.130 |
Female | 67.35 | 9.96 | 22.72 | 40.34 | 26.97 | ||
Skin type | I | 11.95 | 17.12 | 28.77 | 34.93 | 19.18 | 14.549, 0.104,0.063 |
II | 44.84 | 10.22 | 24.64 | 42.70 | 22.45 | ||
III | 38.22 | 7.92 | 25.27 | 40.90 | 25.91 | ||
IV | 4.99 | 11.48 | 22.95 | 42.62 | 22.95 | ||
Family skin cancer history | No | 96.15 | 10.38 | 25.45 | 41.02 | 23.15 | 1.894, 0.595, 0.039 |
Yes | 3.85 | 6.38 | 21.28 | 42.55 | 29.79 | ||
Region | City of Belgrade | 15.22 | 9.14 | 19.35 | 40.86 | 30.65 | 34.072, <0.0007, 0.096 |
Eastern and Southern Serbia | 26.35 | 9.32 | 24.84 | 42.24 | 23.60 | ||
Western Serbia and Šumadija | 14.81 | 13.81 | 25.41 | 38.67 | 22.10 | ||
Vojvodina | 41.16 | 8.55 | 27.44 | 42.74 | 21.27 | ||
Kosovo and Metohija | 2.45 | 33.33 | 30.00 | 16.67 | 20.00 | ||
Settlement | Rural | 33.06 | 14.85 | 28.47 | 38.61 | 18.07 | 23.251, <0.0001, 0.138 |
Urban | 66.94 | 7.95 | 23.72 | 42.30 | 26.04 | ||
School | Gymnasium | 49.92 | 8.36 | 26.56 | 41.64 | 23.44 | 18.741, 0.028, 0.072 |
Four-year vocational secondary school | 36.09 | 10.43 | 23.81 | 41.04 | 24.72 | ||
Three-year vocational secondary school | 11.70 | 18.18 | 27.27 | 36.36 | 18.18 | ||
Art school | 2.29 | 7.14 | 10.71 | 53.57 | 28.57 | ||
Family income | Below average | 6.55 | 13.75 | 33.75 | 37.50 | 15.00 | 29.794, <0.0001, 0.110 |
Average | 80.61 | 11.07 | 25.79 | 41.12 | 22.03 | ||
Above average | 12.85 | 3.18 | 17.83 | 42.68 | 36.31 | ||
Knowledge | L | 18.66 | 11.40 | 27.19 | 39.04 | 22.37 | 11.801, 0.225, 0.057 |
M-L | 18.82 | 15.22 | 23.91 | 39.57 | 21.30 | ||
M-H | 33.80 | 7.75 | 25.18 | 43.83 | 23.24 | ||
H | 28.72 | 9.12 | 25.07 | 40.17 | 25.64 | ||
Motivation | L | 19.56 | 16.32 | 32.22 | 34.73 | 16.74 | 97.967, <0.0001, 0.164 |
M-L | 24.47 | 11.37 | 31.44 | 39.80 | 17.39 | ||
M-H | 35.27 | 9.51 | 25.75 | 44.08 | 20.65 | ||
H | 20.70 | 4.35 | 10.67 | 43.48 | 41.50 |
Variables | Categories | Count (%) | Protection (%) | χ2, p, Cramer’s V | |||
L | M-L | M-H | H | ||||
Gender | Male | 32.65 | 37.09 | 25.56 | 31.58 | 5.76 | 40.070, <0.0001, 0.181 |
Female | 67.35 | 21.63 | 25.27 | 41.80 | 11.30 | ||
Skin type | I | 11.95 | 21.92 | 23.29 | 35.62 | 19.18 | 31.231, 0.0003, 0.092 |
II | 44.84 | 23.36 | 24.82 | 42.88 | 8.94 | ||
III | 38.22 | 31.05 | 26.55 | 35.12 | 7.28 | ||
IV | 4.99 | 34.43 | 26.23 | 31.15 | 8.20 | ||
Family skin cancer history | No | 96.15 | 27.23 | 24.94 | 38.55 | 9.28 | 7.363, 0.061, 0.077 |
Yes | 3.85 | 12.77 | 36.17 | 36.17 | 14.89 | ||
Region | City of Belgrade | 15.22 | 28.49 | 27.96 | 32.26 | 11.29 | 24.136, 0.019, 0.081 |
Eastern and Southern Serbia | 26.35 | 25.78 | 23.91 | 39.13 | 11.18 | ||
Western Serbia and Šumadija | 14.81 | 33.70 | 22.10 | 37.57 | 6.63 | ||
Vojvodina | 41.16 | 22.86 | 26.64 | 41.95 | 8.55 | ||
Kosovo and Metohija | 2.45 | 46.67 | 23.33 | 16.67 | 13.33 | ||
Settlement | Rural | 33.06 | 32.67 | 26.98 | 32.92 | 7.43 | 16.284, 0.001, 0.115 |
Urban | 66.94 | 23.72 | 24.57 | 41.20 | 10.51 | ||
School | Gymnasium | 49.92 | 20.16 | 23.77 | 45.41 | 10.66 | 74.632, <0.0001, 0.143 |
Four-year vocational secondary school | 36.09 | 29.93 | 26.30 | 36.73 | 7.03 | ||
Three-year vocational secondary school | 11.70 | 46.85 | 27.27 | 16.78 | 9.09 | ||
Art school | 2.29 | 14.29 | 35.71 | 25.00 | 25.00 | ||
Family income | Below average | 6.55 | 36.25 | 25.00 | 31.25 | 7.50 | 6.669, 0.353, 0.052 |
Average | 80.61 | 25.89 | 26.09 | 38.68 | 9.34 | ||
Above average | 12.85 | 26.75 | 21.02 | 40.76 | 11.46 | ||
Knowledge | L | 18.66 | 41.23 | 25.00 | 26.75 | 7.02 | 59.956, <0.0001, 0.128 |
M-L | 18.82 | 29.13 | 31.74 | 31.30 | 7.83 | ||
M-H | 33.80 | 24.70 | 25.18 | 40.44 | 9.69 | ||
H | 28.72 | 17.95 | 21.65 | 48.43 | 11.97 | ||
Motivation | L | 19.56 | 24.69 | 24.27 | 36.40 | 14.64 | 20.637, 0.014, 0.075 |
M-L | 24.47 | 29.77 | 25.08 | 35.45 | 9.70 | ||
M-H | 35.27 | 25.06 | 22.97 | 43.62 | 8.35 | ||
H | 20.70 | 27.67 | 30.83 | 35.18 | 6.32 |
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Malinović-Milićević, S.; Stanojević, G.; Milićević, E.; Doljak, D. Ultraviolet Radiation Knowledge and Exposure Practices Among Serbian High School Students: Results of a Nationwide Survey. Atmosphere 2025, 16, 673. https://doi.org/10.3390/atmos16060673
Malinović-Milićević S, Stanojević G, Milićević E, Doljak D. Ultraviolet Radiation Knowledge and Exposure Practices Among Serbian High School Students: Results of a Nationwide Survey. Atmosphere. 2025; 16(6):673. https://doi.org/10.3390/atmos16060673
Chicago/Turabian StyleMalinović-Milićević, Slavica, Gorica Stanojević, Elena Milićević, and Dejan Doljak. 2025. "Ultraviolet Radiation Knowledge and Exposure Practices Among Serbian High School Students: Results of a Nationwide Survey" Atmosphere 16, no. 6: 673. https://doi.org/10.3390/atmos16060673
APA StyleMalinović-Milićević, S., Stanojević, G., Milićević, E., & Doljak, D. (2025). Ultraviolet Radiation Knowledge and Exposure Practices Among Serbian High School Students: Results of a Nationwide Survey. Atmosphere, 16(6), 673. https://doi.org/10.3390/atmos16060673