Kazan', Kazan, Russian Federation
Kazan, Kazan, Russian Federation
Kazan', Kazan, Russian Federation
Kazan', Kazan, Russian Federation
Kazan', Kazan, Russian Federation
Kazan', Kazan, Russian Federation
Thing. The statistical parameters used in the study and determination of indicators obtained during the dental study of workers of two industrial organizations are considered. The goal is to evaluate the methods of statistical analysis used in the interpretation of indicators obtained during a dental study of employees of two industrial organizations. Methodology. A comprehensive dental examination and a sociological survey of 370 employees of the SEZ “Alabuga” and 297 employees of JSC “Chemical Plant named after L.Ya. Karpova "(Mendeleevsk). Statistical data collection, processing and analysis of the results were recorded on a personal computer in the spreadsheet environment of Microsoft Office Excel 2016. Statistical linear regression analysis of the data and interpretation of the results were performed using IBM computer software and SPSS software package (PASW Statistics 20). Results. The materials presented in the article are based on the analysis and study of various methods of parametric and nonparametric statistical analysis. Moreover, the use of the discriminant analysis module of the STATISTICA system contains a large set of manipulations to perform multiple functional analysis, including the module of factor and cluster analysis. To analyze qualitative data, change frequencies, determine the significance of differences of one attribute from another, the chi-square criterion was used. Comparison of empirical (actual) and expected (theoretical) results was carried out using the agreement criterion (Pearson), the absence or presence of statistically significant differences ― using the value of the exact Fisher test, the presence or absence of a specific factor in a particular group ― using a statistical indicator of the odds ratio and confidence interval. Conclusions. Thus, the data obtained make it possible to assess the degree of damage to hard tissues of teeth and periodontal tissues, and the effectiveness of dental care. The use of various statistical methods in the analysis of dental research data contributes to the modernization of the organization of dental care.
dentistry, statistical parameters, clinical trials, medical statistics, data collection
1. Artyukhov, I. P., Gorbach, N. A., Lisnyak, M. A. (2007). Primeneniye metodov ekspertnykh otsenok v nauchnykh issledovaniyakh i v prakticheskoy deyatel'nosti [Application of methods of expert estimates in scientific researches and in practical activity]. Probl. upravleniya zdravookhr [Prob. management of the health sector], 6 (37), 34-41. (In Russ.)
2. Berezin, K. A., Shulaev, A. V., Berezin, V. A. (2018). Sovershenstvovaniye organizatsii stomatologicheskoy pomoshchi rabotnikam promyshlenno-proizvodstvennykh predpriyatiy [Improving the organization of dental care to employees of industrial enterprises]. Klinicheskaya stomatologiya [Clinical dentistry], 1, 92-95. (In Russ.)
3. Berezin, V. A., Shulaev, A. V., Startseva, E. Yu., Berezin, K. A. (2019). Sotsiologicheskiy monitoring kachestva stomatologicheskogo obsluzhivaniya rabotnikov v usloviyakh zakrytogo promyshlennogo predpriyatiya [Sociological monitoring of the quality of dental care for employees in a closed industrial enterprise]. Problemy stomatologii [Actual problems in dentistry], 15, 3, 12-18. (In Russ.)
4. Bolshov, I. N. (2016). Problemy organizatsii i povysheniya kachestva stomatologicheskoy pomoshchi (po materialam sotsiologicheskogo oprosa vrachey-stomatologov) [Problems of organizing and improving the quality of dental care (based on the materials of a sociological survey of dentists)]. Problemy stomatologii [Actual problems in dentistry], 12, 1, 110-114. (In Russ.)
5. Glushanko, V. S., Gruzevich, A. P., Garanicheva, S. L., Alyakhnovich, N. S. (2012). Osnovy meditsinskoy statistiki : ucheb.-metod. posobiye [Fundamentals of medical statistics : textbook]. Vitebsk : VSMU, 155. (In Russ.)
6. Grzybovsky, A. M., Ivanov, S. V. (2017). Korrelyatsionnyy analiz dannykh s ispol'zovaniyem programmnogo obespecheniya Statistica i SPSS [Correlation analysis of data using software Statistica and SPSS]. Nauka i Zdravookhraneniye [Science and Healthcare], 1, 7-36. (In Russ.)
7. Gushchin, A. V. (2016). Zdorov'ye i kachestvo zhizni naseleniya: kontseptsiya internet-sistemy sbora i obrabotki dannykh [Health and quality of life of the population: the concept of an Internet data collection and processing system]. Sotsiologicheskiye issledovaniya [Sociological research], 7, 119-123. (In Russ.)
8. Kryshtanovsky, A. O. (2006). Analiz sotsiologicheskikh dannykh s pomoshch'yu paketa SPSS : ucheb. posobiye dlya vuzov [Analysis of sociological data using the SPSS package. studies'. manual for higher education institutions]. Moscow : GUHSE, 281. (In Russ.)
9. Kuzmina, I. N. (2013). Algoritm provedeniya individualizirovannoy programmy profilaktiki na osnove personalizirovannogo podkhoda [Algorithm for conducting an individualized prevention program based on a personalized approach]. Stomatologiya dlya vsekh [Dentistry for all], 2, 24-28. (In Russ.)
10. Kulakova, A. C., Osmanov, E. M. (2010). Pokazateli stomatologicheskogo statusa u rabotnikov promyshlennykh predpriyatiy [Indicators of dental status in industrial workers]. VestnikTGU [Vestnik TGU], 15, 2, 691-693. (In Russ.)
11. Lisitsyn, Yu. P. (2010). Obshchestvennoye zdorov'ye i zdravookhraneniye : uchebnik [Public health and health care : textbook]. 2, Moscow : GEOTAR-Media, 512. (In Russ.)
12. Magomedov, A. M., Shcherbakova, I. V. (2014). Ispol'zovaniye statisticheskikh metodov v meditsinskikh issledovaniyakh [Elektronnyy resurs] [Use of statistical methods in medical research (Electronic resource)]. YSRP - 2014 : materialy Vseros. nauch.-prakt. internet-konf. stud i molodykh uchenykh s mezhdunar. uchastiyem [YSRP-2014 : materials allros. science-practice. Internet Conf. of students and young scientists from internat. Participation], URL : http://medconfer.com/node/4148 ID:2014-11-3930-A-4148 (In Russ.)
13. Obraztov, Yu. L. (2006). Stomatologicheskoye zdorov'ye: sushchnost', znacheniye dlya kachestva zhizni, kriterii otsenki [Dental health: essence, significance for quality of life, evaluation criteria]. Stomatologiya [Dentistry], 85, 4, 41-44. (In Russ.)
14. Pavlova, V. Yu. (2009). Osnovnyye voprosy statisticheskogo analiza v meditsinskikh issledovaniyakh [Main issues of statistical analysis in medical research]. Klinicheskaya onkogematologiya. Fundamental'nyye issledovaniya i klinicheskaya praktika [Clinical Oncohematology. Basic research and clinical practice], 2, 4, 374-377. (In Russ.)
15. Rebrova, O. Yu. (2005). Statisticheskiy analiz meditsinskikh dannykh. Primeneniye paketa prikladnykh programm STATISTICS [Statistical analysis of medical data. Application of the package of applied programs STATISTICA]. Moscow : Mediasphere, 312. (In Russ.)
16. Savichuk, N. O. (2010). Sovremennyye podkhody k izucheniyu stomatologicheskogo zdorov'ya [Modern approaches to the study of the dental health]. Dental'nyye tekhnologii [Dental technology], 2, 7-10. (In Russ.)
17. Svistunova, E. G., Protsenko, A. S., Abishev, R. E. (2013). Mediko-sotsial'noye soderzhaniye stomatologicheskogo zdorov'ya i yego mesto v sisteme obshchestvennogo zdorov'ya [Medico-social content of dental health and its place in the public health system]. Aktual'nyye voprosy sovremennoy meditsiny : materialy Mezhdunarodnoy zaochnoy nauchno-prakticheskoy konferentsii [Actual issues of modern medicine: materials of the International correspondence scientific and practical conference], Novosibirsk : Sibak, 103-106. (In Russ.)
18. Seregina, I. F., Martynenko, V. F. (2009). Kontseptual'nyye polozheniya i tekhnicheskiye usloviya sozdaniya informatsionno-kommunikatsionnoy sistemy monitoringa dostupnosti i kachestva meditsinskoy pomoshchi [Conceptual provisions and technical conditions for the creation of information and communication system for monitoring the availability and quality of medical care]. Menedzhment kachestva v sfere zdravookhraneniya i sotsial'nogo razvitiya [Quality Management in the field of health and social development], 6, 97. (In Russ.)
19. Serenkov, P. S., Romanchak, V. M., Bujan, I. A., Voynich, K. E. (2019). Kachestvo pervoy redaktsii gosudarstvennogo standarta: obespecheniye dostovernosti otsenivaniya konsensusa. Chast' 3 [Quality of the first edition of the state standard: ensuring the reliability of consensus assessment. Part 3]. Standarty i kachestvo [Standards and quality], 4, 42-47. (In Russ.)
20. Usmanova, I. N., Khusnarizanova, R. F., Zigitbayev, R. N., Abdrakhmanova, E. R., Gilmanova, R. R., Kinyagulova, S. R. (2018). Sovremennyye podkhody k diagnostike riskov razvitiya kariyesa i vospalitel'nykh zabolevaniy parodonta u lits molodogo vozrasta [Modern approaches to the diagnosis of risk of development of caries and inflammatory periodontal diseases at young age]. Ural'skiy meditsinskiy zhurnal [Ural medical journal], 7 (162), 43-47. (In Russ.)
21. Sadilova, V. A., Gileva, O. S., Libik, T. V. et al. (2018). Sovremennyy instrument otsenki stomatologicheskogo zdorov'ya [Modern tool for evaluating dental health]. Stomatologiya Bol'shogo Urala. Profilaktika stomatologicheskikh zabolevaniy: materialy Vserossiyskogo kongressa [Dentistry of the Greater Urals. Prevention of dental diseases: materials of the all-Russian Congress], Perm, 37-41. (In Russ.)
22. Startseva, E. Yu., Berezin, V. A., Ismagilov, O. R. (2017). Analiz stomatologicheskogo statusa u rabotnikov promyshlenno-proizvodstvennykh predpriyatiy [Analysis of dental status of employees of industrial enterprises]. Ural'skiy meditsinskiy zhurnal [Ural medical journal], 9, 75-81. (In Russ.)
23. Molchanova, L. F., Kudrina, E. A., Muraveva, M. M., Zharina, M. V. (2016). Statisticheskaya otsenka dostovernosti rezul'tatov nauchnykh issledovaniy : uchebnoye posobiye [Statistical assessment of the reliability of research results : textbook]. Izhevsk, 96. (In Russ.)
24. Shovkun, N. V., Fomina, A. V. (2018). Stomatologicheskoye zdorov'ye i organizatsiya stomatologicheskoy pomoshchi detyam-invalidam, stradayushchim narusheniyami slukha [Dental health and organization of dental care for disabled children suffering from hearing disorders]. Vestnik novykh meditsinskikh tekhnologiy [Bulletin of new medical technologies], 3, 83-90. (In Russ.)
25. Shulaev, A. V. (2014). Modelirovaniye upravleniya zdravookhraneniyem regional'nogo megapolisa na osnove kriteriyev otsenki deyatel'nosti meditsinskikh organizatsiy v usloviyakh realizatsii tselevykh programm [Modeling of health care management in a regional megapolis based on criteria for evaluating the activities of medical organizations in the conditions of implementation of target programs]. Sovremennyye problemy nauki i obrazovaniya [Modern problems of science and education], 2, 376. (In Russ.)
26. Shchepin, O. P., Korotkikh, R. V., Shchepin, V. O., Medic, V. A. (2009). Zdorov'ye naseleniya - osnova razvitiya zdravookhraneniya [Public Health is the basis of health care development]. Moscow : National research Institute of public health RAMS, 376. (In Russ.)
