Meta-analysis application process in nursing: A guide intended for methodology<p>Hemşirelikte meta-analiz uygulama süreci: Metodolojiye yönelik bir rehber

Authors

Keywords:

Meta-Analysis, Application Process, Nursing, Implementation Steps, Guide, Meta-Analiz, Uygulama Süreci, Hemşirelik, Uygulama Basamakları, Rehber

Abstract

In recently years, interest to evidence based practice has increased due to such causes; the existence of scientific advances in the field of health and increased interest to good care practices. While evidence based practice improves the quality of care, it will also contribute to the professionalization of nursing. However, whenthe researchs' results made towards scientification is analyzed; there are conflicts between the results and it is seen that the different qualities of each study. A meta-analys is method developed to analyze statistically conflict and causes of differences between works. A meta-analysis is called that statistical analysis of the studies' results which is made independently relating to the same theme at different place and time. Meta-analysis is an analysis method that revealing presence and size of the effect, examining inconsistencies and its' causes existing between studies, research can analyze the results with the new parameters that have not been previously studied, so the potential new relations can be revealed and bring new approaches to studies will made later. The meta-analys is application process is time consuming and requiring patience.  Meta-analysis application steps include that determination of the research topics and questions, reviewing literature, identifying the criteria, the classification of those articles and sieving, the coding of data, evaluation of the quality of work, performance of statistical analysis and reporting of study results. Although there are many benefits, to be difficult and time consuming to determine the appropriate work, not be suitable for all related studies analysis and inclusion, require advanced statistics technical and existence heterogeneity in the sample group's work are challenging aspects of the meta-analysis. Also, due to negative thoughts against the meta-analysis and insufficient information, using meta-analysis in nursing is almost no. This work is planned to provide information on the basic principles of meta-analysis, be guidance on the application process and promote the use of the method in the nursing field.

 

Özet

Son yıllarda sağlık alanında bilimsel gelişmelerin var olması ve iyi bakım uygulamalarına olan ilginin artması gibi nedenlerle kanıta dayalı uygulamaya olan ilgi artmıştır. Kanıta dayalı uygulamalar bakımın kalitesini iyileştirir iken hemşireliğin profesyonelleşmesine de katkı sağlayacaktır. Ancak, bilimselleşme yolunda yapılmış çalışma sonuçlarına bakıldığında; sonuçlar arasında çelişkilerin olduğu, her bir çalışmanın farklı kalitelerde olduğu görülmektedir. Çalışmalar arasındaki çelişkilerin eleştirel değerlendirilmesi ve farklılıkların nedenlerinin istatistiksel olarak analiz edilmesi için meta-analiz yöntemi geliştirilmiştir. Aynı konu ile ilgili birbirinden bağımsız farklı yer ve zamanda yapılan çalışma sonuçlarının istatistiksel analizine meta-analiz denilmektedir. Meta-analiz; bir etkinin varlığını ve büyüklüğünü ortaya koyan, çalışmalar arasında var olan tutarsızlıkları ve nedenlerini inceleyen, araştırma sonuçlarını daha önce incelenmemiş olan yeni parametreler ile inceleyebilen, böylece olası yeni ilişkilileri ortaya çıkartabilen ve daha sonraki yapılacak çalışmalara yeni yaklaşımlar getirebilen bir analiz yöntemidir. Meta-analiz uygulama süreci ise zaman alıcı ve sabır isteyen bir süreçtir. Meta-analiz uygulama basamakları; araştırma konusunun ve sorularının belirlenmesi, literatür araştırmasının yapılması, ölçütlerin belirlenmesi, bulunan makalelerin sınıflanması ve elenmesi, verilerin kodlanması, çalışmaların kalitesinin değerlendirilmesi, istatistiksel analizlerin yapılması ve çalışma sonuçlarının raporlanmasını içermektedir. Birçok yararının olmasına rağmen, uygun çalışmaların belirlenmesinin zor ve zaman alıcı olması, ilgili çalışmaların hepsinin dahil etme ve analiz için uygun olmaması, gelişmiş istatistik teknikleri gerektirmesi ve çalışmanın örneklem grubunda heterojenliğin var olması meta-analizin zorlayıcı yönlerindendir. Ayrıca meta-analize karşı olan olumsuz düşünceler ve yetersiz bilgi nedeni ile meta-analizin hemşirelikte kullanımı yok denecek kadar azdır.  Bu çalışma; meta-analizin temel prensipleri hakkında bilgi sağlama, meta-analiz uygulama süreci hakkında rehber olma ve yöntemin hemşirelik alanında kullanımını yaygınlaştırmak amacıyla planlanmıştır.

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Author Biographies

Ayşe Deliktaş, Akdeniz University

Araş. Gör., Akdeniz Üniversitesi, Hemşirelik Fakültesi, Doğum ve Kadın Hastalıkları AD

Kamile Kabukcuoğlu, Akdeniz University

Prof. Dr., Akdeniz Üniversitesi, Hemşirelik Fakültesi, Doğum ve Kadın Hastalıkları AD

Ali Kış, Inonu University

Yard. Doç. Dr., İnönü Üniversitesi, Eğitim Fakültesi, Eğitim Yönetimi ve Denetimi AD

References

Abramson, JH. (1994). Making Sense of Data. (2nd ed). New York: Oxford University Press.

Açıkel, C. (2009). Meta-analiz ve Kanıta Dayalı Tıp'taki Yeri. Klinik Psikofarmakoloji Bulteni, 19(2).

Ackley, B., Ladwig, G., Swan, B., Tucker, S. (2008). Evidence Based Nursing Care Guidelines. Medical Surgical Interventions. Mosby Elsevier, syf:15.

Akçil, M., & Karaağaoğlu, E. (2001). Tıpta meta-analizi. Hacettepe Tıp Dergisi, 32(2), 184-190.

Akgöz, S., Ercan, İ., & Kan, İ. (2004). Meta-analizi. Uludağ Üniversitesi Tıp Fakültesi Dergisi, 30(2), 107-112.

APA Publications and Communications Board Working Group on Journal Article Reporting Standards. (2008). Reporting standards for research in psychology: why do we need them? What might they be? Am Psychol., 63, 839–51.

Ata, B., & Urman, B. (2008). Critical appraisal of systematic reviews. Journal of Turkish Society of Obstetric and Gynecology, 5(4), 233-240.

Beck, C. T. (1997). Use of meta-analysis as a teaching strategy in nursing research courses. Journal of Nursing Education, 36(2), 87-90.

Berman, N. G., & Parker, R. A. (2002). Meta-analysis: neither quick nor easy. BMC Medical Research Methodology, 2(1), 10.

Bettany-Saltikov, J. (2012). How to do a systematic literature review in nursing: a step-by-step guide. Open university press.

Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2009).Introduction to meta-analysis. West Sussex-UK: John Wiley & Sons Ltd.

Borenstein, M., Hedges, L. V., Higgins, J., & Rothstein, H. R. (2010). A basic introduction to fixed‐effect and random‐effects models for meta‐analysis. Research Synthesis Methods, 1(2), 97-111.

Burns, N.,& Grove, S.K. (2009). The practice of nursing research: Appraisal, synthesis, and generation of evidence (6th ed.).St. Louis, Missouri: Saunders &Elsevier.

Card, N. A. (2012). Applied meta-analysis for social science research. New York: The

Çarkungöz, E., & Bülent, E. D. İ. Z. (2009). Meta Analizi" Meta Analysis". Uludağ Üniversitesi Veteriner Fakültesi Dergisi, 28(1).

Chalmers, I, Dickersin, K, Chalmers, TC. (1992). Getting to grips with Archie Cochrane’s agenda. BMJ, 305:786‑8.

Cohen, J. (1960). A coefficient of agreement for nominal scales. Educational and Psychological Measurement, 20(1), 37–46

Cohen, J. (1988). The effect size index: d. In Statistical power analysis for the behavioral sciences (2nd ed., pp. 20–26). Hillsdale, NJ: Lawrence Erlbaum Associates.

Conn, V. S., Hafdahl, A. R., & Brown, L. M. (2009). Meta-analysis of quality-of-life outcomes from physical activity interventions. Nursing Research, 58(3), 175–183.

Cummıng, G. & Finch, S. (2001). A primer on the understanding, use, and calculation of confidence intervals that are based on central and noncentral distributions. Educational and Psychological Measurement 61, 532–574.

Cumming, G. (2012). Understanding the new statistics. New York: Routledge, Taylor

DeCoster, J. (2004). Meta-analysis Notes. Retrieved from http://www.stat-help.com/notes.html. (Erişim tarihi: 10.02.2016).

Deeks, J. J., Higgins, J. P. T., & Altman, D. G. (2006). Analysing and presenting results. Cochrane handbook for systematic reviews of interventions, 4(6), 97-166.

DerSimonian, R., & Kacker, R. (2007). Random-effects model for meta-analysis of clinical trials: an update. Contemporary clinical trials, 28(2), 105-114.

Dinçer, S. (2014). Eğitim Bilimlerinde Uygulamalı Meta-analiz. Ankara: Pegem Akademi.

Duval, S., & Tweedie, R. (2000). Trim and fill: a simple funnel‐plot–based method of testing and adjusting for publication bias in meta‐analysis. Biometrics, 56(2), 455-463.

Easterbrook, PJ, Berlin, JA, Gopalan, R, Matthews, DR. (1991). Publication bias in clinical research. Lancet, 337:867-872

Egger, M., & Smith, G. D. (1997). Meta-Analysis. Potentials and promise. BMJ: British Medical Journal, 315(7119), 1371.

Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. Bmj, 315(7109), 629-634.

Engels, E. A., Schmid, C. H., Terrin, N., Olkin, I., &Lau, J. (2000). Heterogeneity and statistical significance in meta-analysis: An empirical study of 125 meta-analyses. Statistics in Medicine, 19, 1707-1728

Gage, N. L. (1978). The Scientific Basis of the Art of Teaching. Teachers College Press, New York, NY.

Gleser, L. J., & Olkin, I. (1996). Models for estimating the number of unpublished studies. Statistics in medicine, 15(23), 2493-2507.

Gregson, P. R. W., Meal, A. G., & Avis, M. (2002). Meta‐analysis: the glass eye of evidence‐based practice?.Nursing Inquiry, 9(1), 24-30.

Hedges, L. V., & Vevea, J. L. (1998). Fixed-and random-effects models in meta-analysis. Psychological methods, 3(4), 486.

Higgins JPT, Green S, editors. Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0 [updated March 2011]. The Cochrane Collaboration, 2011.Available from www.cochrane-handbook.org.

Higgins, J. P. (2008). Commentary: Heterogeneity in meta-analysis should be expected and appropriately quantified. International journal of epidemiology, 37(5), 1158-1160.

http://www.olcme.net/wp-content/uploads/20.png (Erişim tarihi: 15.02.2016).

https://himmelfarb.gwu.edu/tutorials/studydesign101/metaanalyses.html). (Erişim tarihi: 08.02.2016).

https://www.meta-analysis workshops.com/pages/paperseries.php (Erişim tarihi: 09.02.2016).

https://www.meta-analysis.com/pages/comprehensive_meta-analysis_tour.php). (Erişim tarihi: 11.02.2016).

Huedo-Medina, T. B., Sánchez-Meca, J., Marín-Martínez, F., & Botella, J. (2006). Assessing heterogeneity in meta-analysis: Q statistic or I² index?.Psychological methods, 11(2), 193.

Jain, V., Sharma, R., & Singh, S. (2012). Doing meta-analysis in research: A systematic approach. Indian Journal of Dermatology, Venereology, and Leprology, 78(3), 242.

Jyothi, N. (2012). Evidence-based practice-the future of nursing and the role of nurse. International Journal of Nursing Education, 4(2), 82-84.

Karaçam, Z. (2013). Sistematik Derleme Metodolojisi: Sistematik Derleme Hazırlamak İçin Bir Rehber. Dokuz Eylül Üniversitesi Hemşirelik Fakültesi Elektronik Dergisi, 6(1).

Karasoy, D., Kadılar, C., & Nihal, A. T. A. (2009). Tıbbi Makalelerin Meta-Analizde Kullanılabilmesi İçin Sağlaması Gereken İstatistiksel Özellikleri. Turkiye Klinikleri Journal of Biostatistics, 1(1), 26-32.

Katapodi, M. C., & Northouse, L. L. (2011). Comparative effectiveness research: Using systematic reviews and meta-analyses to synthesize empirical evidence. Research and theory for nursing practice, 25(3), 191-209.

Kış, A. (2013). Okul müdürlerinin öğretimsel liderlik davranışlarını gösterme düzeylerine ilişkin yönetici ve öğretmen görüşlerine yönelik bir meta-analiz. (Yayınlanmamış doktora tezi). İnönü Üniverstesi/Eğitim Bilimleri Enstitüsü, Malatya.

Leandro, G, Gallus, G. (2005). Meta-analysis in medical research: The handbook for the understanding and practice of meta-analysis. Blackwell Publishing.

Lipsey, M. W. (2003). Those confounded moderators in meta-analysis: Good, bad, and ugly. The Annals of the American Academy of Political and Social Science, 587(1), 69-81.

Lipsey, M. W., & Wilson, D. B. (Eds.). (2001). Practical meta-analysis (Applied social research methods series, Vol. 49). Thousand Oaks, CA: Sage

Matthews, D. E., & Farewell, V. T. (2007). Using and understanding medical statistics (pp. 19-37). Basel, Switzerland;: Karger.

Moher D, Liberati A, Tetzlaff J, Altman DG, The PRISMA Group (2009). Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement. PLoS Med 6(6): e1000097.

Mosteller, F., & Colditz, G. A. (1996). Understanding research synthesis (meta-analysis). Annual review of public health, 17(1), 1-23.

Nahcivan, N. (2014). Araştırma konusunu belirleme & Literatür tarama ve inceleme. Semra Erdoğan, Nursen Nahcivan, Nihal Esin (Ed.), Hemşirelikte Araştırma içinde (s.46). İstanbul: Nobel Tıp.

Nakagawa, S., & Cuthill, I. C. (2007). Effect size, confidence interval and statistical significance: a practical guide for biologists. Biological Reviews, 82(4), 591-605.

Nicol A., Pexman P. (2010). Presenting your findings: a practical guide for creating tables. 6. baskı. Washington, American Psychological Association.

Normand, S. L. T. (1999). Tutorial in biostatistics meta-analysis: formulating, evaluating, combining, and reporting. Statistics in medicine, 18(3), 321-359.

Olkin I., 1999. Diagnostic Statistical Procedures In Medical Meta Analyses. Stat Med., 18, 2331-41.

Ried, K. (2006). Interpreting and understanding meta-analysis graphs: a practical guide. Australian family physician, 35(8), 635-638.

Rosenthal, R. (1979). The file drawer problem and tolerance for null results. Psychological bulletin, 86(3), 638.

Sacks, H. S., Berrier, J., Reitman, D., Ancona-Berk, V. A., & Chalmers, T. C. (1987). Meta-analyses of randomized controlled trials. New England Journal of Medicine, 316(8), 450-455.

Schmidt, F. L., Oh, I. S., & Hayes, T. L. (2009). Fixed‐versus random‐effects models in meta‐analysis: Model properties and an empirical comparison of differences in results. British Journal of Mathematical and Statistical Psychology, 62(1), 97-128.

Schork, M. A. (2003). Publication bias and meta analysis. Journal of hypertension, 21(2), 243-245.

Şencan, H. (2005). Sosyal ve davranışsal ölçümlerde güvenilirlik ve geçerlilik. Ankara.

Senn, S. J. (2009). Overstating the evidence–double counting in meta-analysis and related problems. BMC Medical Research Methodology, 9(1), 1.

Song, F., Sheldon, T. A., Sutton, A. J., Abrams, K. R., & Jones, D. R. (2001). Methods for exploring heterogeneity in meta-analysis. Evaluation & the Health Professions, 24(2), 126-151.

Sterne, J. A., & Egger, M. (2001). Funnel plots for detecting bias in meta-analysis: guidelines on choice of axis. Journal of clinical epidemiology, 54(10), 1046-1055.

Sutton, A., Abrams, K. R., Jones, D. R., Jones, D. R., Sheldon, T. A., & Song, F. (2000). Methods for meta-analysis in medical research (Vol. 348). Chichester: Wiley.

Thalheimer, W., & Cook, S. (2002). How to calculate effect sizes from publishedresearch articles: A simplified methodology. http://worklearning. com/effect_sizes.htm erişim tarihi: 10.02.2016.

Thompson, B. (1993). The use of statistical significance tests in research: Bootstrap and other alternatives. Journal of Experimental Education, 361, 361–377.

Thompson, B. (2002). ‘‘Statistical’’, ‘‘practical’’, and ‘‘clinical’’: how many kinds of significance do couselors need to consider. Journal of Counseling & Development 80, 64–71

Thornton, A., & Lee, P. (2000). Publication bias in meta-analysis: its causes and consequences. Journal of clinical epidemiology, 53(2), 207-216.

Timmins, F., McCabe, C. (2005.) How to conduct an effective literature review. Nurs Stand, 20(11): 41-7

Vaske, J. J., Gliner, J. A., Morgan, G. A. (2002). Communicating judgments about practical significance: Effect size, confidence intervals and odds ratios. HumanDimension of Wildlife, 7, 287-300.

Webb, C., Roe, B. (2007). Reviewing research evidence for nursing practice: systematic reviews. Blackwell Publishing.

Younger, P. (2004). Using the internet to conduct a literature search. Nurs Stand 19(6): 45-51

Yurtsever, S., & Altıok, M. (2006). Kanıta dayalı uygulamalar ve hemşirelik. FÜ Sağlık Bil. Dergisi, 20(2), 159-166.

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Published

2016-04-07

How to Cite

Deliktaş, A., Kabukcuoğlu, K., & Kış, A. (2016). Meta-analysis application process in nursing: A guide intended for methodology&lt;p&gt;Hemşirelikte meta-analiz uygulama süreci: Metodolojiye yönelik bir rehber. Journal of Human Sciences, 13(1), 1906–1925. Retrieved from https://www.j-humansciences.com/ojs/index.php/IJHS/article/view/3668

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Nursing and Midwifery