Data Analysis Essays (Examples)
Study Document
Hand Hygiene And Infection In Hospitals
… Caring Sciences, 8(1), 108.
1. Describe how the researcher addresses the following four areas in the selected journal article (Introduction, Literature Review, Methodology and data analysis:
The purpose of the study is to support the World Health Organization hand hygiene campaign against healthcare associated infections (HAIs). The study aims … making use of a standardized survey questionnaire of the WHO. The main purpose of the descriptive research survey was to facilitate observation, description, analysis and also documenting elements of situation as it naturally takes place. In this regard, the perceptions regarding HAI and hand hygiene were the … Healthcare professionals were included in the sample of the study and in total 87 of them participated in the study.
In regard to data analysis, SPSS statistical software version 17 was utilized for purposes of the statistical analysis of the gathered data. Descriptive statistics and inferential non-parametric Chi-square test was employed. With……
References
References
Joshi, S. C., Diwan, V., Tamhankar, A. J., Joshi, R., Shah, H., Sharma, M., ... & Lundborg, C. S. (2012). Qualitative study on perceptions of hand hygiene among hospital staff in a rural teaching hospital in India. Journal of Hospital Infection, 80(4), 340-344.
Tan Jr, A. K., & Jeffrey Olivo, B. S. (2015). Assessing healthcare associated infections and hand hygiene perceptions amongst healthcare professionals. International Journal of Caring Sciences, 8(1), 108.
Study Document
Depression Among Older Immigrant African Women In Metro West Massachusetts
… of this population. The stressors that older immigrant African women report will be uncovered in the study. The results of this study may be…[break]…data types of the study will be quantitative as the researchers will rely on face-to-face interviews with the social workers. To conduct the research, … in bridging mental health service access disparities facing the selected population as well as service modifications that can help improve health delivery. The data collection process will rely on face-to-face interviews, where 10 questions will be developed to probe for relevant information from 20 social workers working ……
References
References
Agbemenu, K. (2016). Acculturation and Health Behaviors of African Immigrants Living in the United States: An Integrative Review. ABNF Journal, 27(3).
Alegría, M., Álvarez, K., & DiMarzio, K. (2017). Immigration and mental health. Current epidemiology reports, 4(2), 145-155.
Baldwin-Clark, T., Ofahengaue Vakalahi, H. F., & Anderson, B. (2016). What about African American older women and depressive symptoms? Educational Gerontology, 42(5), 310-320.
Cassel, J. (1995). The contribution of the social environment to host resistance: the fourth wade Hampton frost lecture. American journal of epidemiology, 141(9), 798-814.
Cobb, S. (1976). Social support as a moderator of life stress. Psychosomatic medicine.
Delara, M. (2016). Social determinants of immigrant women’s mental health. Advances in Public Health, 2016.
Dow, H. D. (2011). An overview of stressors faced by immigrants and refugees: A guide for mental health practitioners. Home Health Care Management & Practice, 23(3), 210-217.
Emadpoor, L., Lavasani, M. G., & Shahcheraghi, S. M. (2016). Relationship between perceived social support and psychological well-being among students based on mediating role of academic motivation. International Journal of Mental Health and Addiction, 14(3), 284-290.
Study Document
Discriminating Between Phenomenology And Grounded Theory Qualitative
… (Starks & Brown Trinidad, 2007). The methods used for grounded theory approaches to research in the social science include observations and other ethnographic data collection techniques, coupled with open coding for data analysis (Creswell, 2013). Interviews are one of the most commonly used data collection methods in grounded theory, and is also used often in phenomenological research (Wimpenny & Gass, 2000). While the goals of grounded theory … research participants and sample populations, phenomenology focuses more on the abstract qualities and categories of lived human experience (Creswell, 2013). In phenomenological research, data collection can also be ethnographic in nature or include specific methods like interviews and focus groups. Like grounded theory, phenomenology usually entails the … an observer. The researcher used online discussion groups, serving as moderator and facilitator to stimulate the types of discussions that would yield viable data for the grounded theory research.
Applying the Principles of……
References
References
Baker, C., Wuest, J., & Stern, P. N. (1992). Method slurring: the grounded theory/phenomenology example. Journal of Advanced Nursing, 17(11), 1355–1360.doi:10.1111/j.1365-2648.1992.tb01859.x
Creswell, J. W. (2013). Qualitative inquiry and research design: Choosing among five approaches. eBook.
Norton, S.M. (2013). A phenomenological investigation into the self-efficacy beliefs of teachers who have presisted in the teaching profession. Liberty University Dissertation.
Starks, H., & Brown Trinidad, S. (2007). Choose Your Method: A Comparison of Phenomenology, Discourse Analysis, and Grounded Theory. Qualitative Health Research, 17(10), 1372–1380.doi:10.1177/1049732307307031
Suddaby, R. (2006). From the Editors: What Grounded Theory is Not. Academy of Management Journal, 49(4), 633–642.doi:10.5465/amj.2006.22083020
Wimpenny, P. & Gass, J. (2001). Interviewing in phenomenology and grounded theory: is there a difference? Journal of Advanced Nursing 31(6): 1485-1492.
Yalof, B. (2014). Marshaling resources. The Grounded Theory Review 13(1).
Study Document
Evolution Of Forensic Science
… causes of death (Gaensslen & Larsen, 2019). Forensic science steadily evolved, in conjunctions with advancements in scientific instruments and the methods used for data collection and analysis. DNA evidence and analysis has made a huge impact on forensic science. Current concerns in forensic science include the need for increased reliability and validity of forensic … one of the most important issues in criminal justice.
Scientific Methods in Forensic Science
Forensic scientific methods are varied and complex,“ranging from DNA analysis to chemical composition to pattern recognition,” (Bell, Sah, Albright, et al., 2018, p. 4541). Big data has also contributed tremendously to the collation and methods used in forensic analysis. Interestingly, the methods that had been used in forensic science until relatively recently had yet to be vetted by the scientific community. Instead, … proven flawed given the lack of substantial definitions for what constitutes a professional peer capable of evaluating……
References
References
Ballantyne, K. N., Edmond, G., & Found, B. (2017). Peer review in forensic science. Forensic Science International, 277, 66–76. https://doi.org/10.1016/j.forsciint.2017.05.020
Bell, S., Sah, S., Albright, T. D., Gates, S. J., Jr, Denton, M. B., & Casadevall, A. (2018). A call for more science in forensic science. Proceedings of the National Academy of Sciences of The United States of America, 115(18), 4541–4544. https://doi.org//10.1073/pnas.1712161115
Gaensslen, R. E., & Larsen, K. (2019). Introductory forensic science (2nd ed.). Retrieved from http://content.ashford.edu/
Kaplan , A. B., & Puracal, J. C. (2018). It’s not a match: Why the law can’t let go of junk science. Albany Law Review, 81(3), 895–939. Retrieved from http://www.albanylawreview.org/Pages/home.aspx
National Research Council 2009. Strengthening Forensic Science in the United States: A Path Forward. Washington, DC: The National Academies Press. https://doi.org/10.17226/12589 .
Redmayne, M., Roberts, P., Aitken, C., & Jackson, G. (2011). Forensic science evidence in question. Criminal Law Review 5, 347–356 Retrieved from https://www.researchgate.net/profile/Graham_Jackson6/publication/265654577_Forensic_Science_Evidence_in_Question/links/55006b8d0cf2aee14b548b62/Forensic-Science-Evidence-in-Question.pdf
Shelton, D. E. (2008, March). The ‘CSI effect:’ Does it really exist?. NIJ Journal, 259. Retrieved from https://www.nij.gov/journals/259/pages/csi-effect.aspx#author
Study Document
Clinical Informatics
… work. This is no less true in the field of health care, where clinical informatics is reshaping the nursing workplace environment, how patient data is recorded and shared, and how health care is delivered. This paper will discuss clinical informatics concepts emerging in the 21st century, what … nurses need to know how to engage in information retrieval, the way librarians do. They need to be able to plug information into data, pull up information from other data, search for information manage knowledge effectively. Additionally, they have to be able to appraise information. When conducting an information search in a data, they may get a return of a thousand different references or sources of information. If they cannot process that information and appraise it … it is also about how to appraise information and assess its value. Keeping complete records for the purpose of electronic medical records (EMR) data……
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References
Cho, O. M., Kim, H., Lee, Y. W., & Cho, I. (2016). Clinical alarms in intensive care units: Perceived obstacles of alarm management and alarm fatigue in nurses. Healthcare informatics research, 22(1), 46-53.
Effken, J., Weaver, C., Cochran, K., Androwich, I., & O’Brien, A. (2016). Toward a central repository for sharing nursing informatics’ best practices. CIN: Computers, Informatics, Nursing, 34(6), 245-246.
Elsayed, W. A., Hussein, F. M., & Othman, W. N. (2017). Relation between nursing informatics competency and nurses’ attitude toward evidence-based practice among qualified nurses at Mansoura Oncology Center. International Journal of Nursing Didactics, 7(6), 26-33.
Drolet, B. C., Marwaha, J. S., Hyatt, B., Blazar, P. E., & Lifchez, S. D. (2017). Electronic communication of protected health information: privacy, security, and HIPAA compliance. The Journal of hand surgery, 42(6), 411-416.
Haupeltshofer, A., Egerer, V., & Seeling, S. (2020). Promoting health literacy: What potential does nursing informatics offer to support older adults in the use of technology? A scoping review. Health Informatics Journal, 1460458220933417.
Kharbanda, E. O., Asche, S. E., Sinaiko, A. R., Ekstrom, H. L., Nordin, J. D., Sherwood, N. E., & O’Connor, P. (2018). Clinical decision support for recognition and management of hypertension: a randomized trial. Pediatrics, 141(2).
Khezri, H., & Abdekhoda, M. (2019). Assessing nurses’ informatics competency and identifying its related factors. Journal of Research in Nursing, 24(7), 529-538.
Kleib, M., & Nagle, L. (2018). Factors associated with Canadian nurses\\\\\\\\\\\\' informatics competency. CIN: Computers, Informatics, Nursing, 36(8), 406-415.
Study Document
Social Skills Training With Autism In Secondary Classroom
… allocation concealment, and sequence generation (Higgins & Green, 2011). Solutions to disagreements between the two independent reviewers will be arrived at via discussions.
data Extraction
Two independent reviewers will separately help with the data extraction using a customized data extraction spreadsheet. The data that will be extracted will include the characteristics of the interventions, the characteristics of the patients, the outcome measures utilized, and the outcome … include the type of intervention, the duration of the intervention, the intensity, the teaching strategy utilized, and whether there is direct parental involvement.
data analysis
Meta-analysis
A statistical analysis utilizing STATA 14 will be done. The standardized mean difference and 95 percent CI (confidence interval) for every outcome will be utilized as ……
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References
Adams, C., Lockton, E., Freed, J., Gaile, J., Earl, G., McBean, K., ... & Law, J. (2012). The Social Communication Intervention Project: a randomized controlled trial of the effectiveness of speech and language therapy for school?age children who have pragmatic and social communication problems with or without autism spectrum disorder. International Journal of Language & Communication Disorders, 47(3), 233-244.
Adams, C., Lockton, E., Freed, J., Gaile, J., Earl, G., McBean, K., Nash, M., Green, J., Vail, A., and Law, J. (2011). An evidence-based program for school, & aged children: Social communication intervention project. Research report. Uppsala: Inst.
American Psychological Association (APA) (2006). Evidence-Based Practice in Psychology. American Psychologist, 61(4), 271–285. doi: 10.1037/0003-066X.61.4.271
Cohen, J. (2013). Statistical power analysis for the behavioral sciences. Routledge.
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.
Higgins, J. P., & Green, S. (Eds.). (2011). Cochrane handbook for systematic reviews of interventions (Vol. 4). John Wiley & Sons.
Hutchins, N. S., Burke, M. D., Bowman-Perrott, L., Tarlow, K. R., & Hatton, H. (2019). The Effects of Social Skills Interventions for Students With EBD and ASD: A Single-Case Meta-Analysis. Behavior modification, 0145445519846817.
Radley, K. C., O’Handley, R. D., & Sabey, C. V. (2017). Social Skills Training for Children and Adolescents with Autism Spectrum Disorder. In Handbook of Treatments for Autism Spectrum Disorder (pp. 231-254). Springer, Cham.
Study Document
Healthcare Scientific Merit
… research work titled “The different perspectives of patients, informal caregivers, and professionals on patient involvement in primary care teams. A qualitative study”. This analysis will entail an evaluation of how the research work contributes to scientific knowledge and research theory, its dependability and credibility, approaches to deal … improving insights, a goal achieved by adding to the existing information pool, and testing theories. Research efforts help generate the necessary knowledge and data for decision- making and issue resolution. These efforts may be segregated into applied and basic/ pure research for distinguishing between research performed for … has grown into a political prerequisite in several nations and healthcare systems worldwide (Eccles et al., 2005; Vahdat…[break]…section. Given the above information, the data and resulting findings, as described, are consistent.
Strategies for Addressing the Ethical Concerns in the Design
In any research study, participants’ and researchers’ … take part in human activities,……
References
References
Brook, R. H., & Vaiana, M. E. (2015). Using the knowledge base of health services research to redefine health care systems. Journal of general internal medicine, 30(10), 1547-1556.
Cutcliffe, J. R., & McKenna, H. P. (1999). Establishing the credibility of qualitative research findings: the plot thickens. Journal of advanced nursing, 30(2), 374-380.
Doekhie, K. D., Strating, M. M., Buljac?Samardzic, M., van de Bovenkamp, H. M., & Paauwe, J. (2018). The different perspectives of patients, informal caregivers, and professionals on patient involvement in primary care teams. A qualitative study. Health Expectations, 21(6), 1171-1182.
Eccles, M., Grimshaw, J., Walker, A., Johnston, M., & Pitts, N. (2005). Changing the behavior of healthcare professionals: the use of theory in promoting the uptake of research findings. Journal of clinical epidemiology, 58(2), 107-112.
Leedy, P.D. & Ormrod, J. E. (2019). Practical research: Planning and design, 12th edition. Pearson Education, Hudson Street, NY.
Sanjari, M., Bahramnezhad, F., Fomani, F. K., Shoghi, M., & Cheraghi, M. A. (2014). Ethical challenges of researchers in qualitative studies: The necessity to develop a specific guideline. Journal of medical ethics and history of medicine, 7.
Swan, J., Clarke, A., Nicolini, D., Powell, J., Scarbrough, H., Roginski, C., ... & Taylor-Phillips, S. (2012). Evidence in Management Decisions (EMD): advancing knowledge utilization in healthcare management.
Thomas, D. R. (2017). Feedback from research participants: are member checks useful in qualitative research?. Qualitative Research in Psychology, 14(1), 23-41.
Study Document
Income Inequality And Poverty
… index is determined and decomposed to identify the changes in the efficacy as well as their sources in the period of crisis. The data utilized in the investigations were obtained from OECD and Eurostat data, and they cover the duration from 2007 to the year 2016. The study proposes some change between the degree of social expenditure and ……
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References
Bonito, J. D. M., Daantos, F. J. A., Mateo, J. C. A., & Rosete, M. A. L. (2017). Do entrepreneurship and economic growth affect poverty, income inequality, and economic development. Review of Integrative Business & Economics Research, 6(1), 33-43.
Chiazor, I. A., Egharevba, M. E., & Ozoya, M. I. (2016). Widening Inequality and Poverty in the Developing World-Micro-Financing as a Viable Solution. The Social Sciences, 11(13), 3286-3293.
Chotia, V., and Rao, N.V.M. (2017). Investigating the interlinkages between infrastructure development, poverty, and rural-urban income inequality: Evidence from BRICS nations. Studies in Economics and Finance, Vol. 34 No. 4, pp. 466-484.
Cyrek, M. (2019). Government social spending in the EU countries: efficiency in poverty and income inequality reduction. Equilibrium. Quarterly Journal of Economics and Economic Policy, 14(3), 405-424.
Omar, M. A., & Inaba, K. (2020). Does financial inclusion reduce poverty and income inequality in developing countries? A panel data analysis. Journal of Economic Structures, 9, 1-25.
Study Document
Music Therapy And Aging
… experimental group and a control group. The quality of life indicators will be measured at the baseline before and after administering the intervention. data from the participants will be statistically analyzed using analysis of variance (ANOVA) in SPSS 22.0. The researcher also intends to include peer-reviewed journals on this topic to establish a foundation for the … the impact of using music…[break]…measured at the baseline and after the final session using a questionnaire. The difference in the pretest and posttest data will then be statistically analyzed using Statistical Package for the Social Sciences (SPSS) version 22.0. The specific effects of the intervention will be … be statistically analyzed using Statistical Package for the Social Sciences (SPSS) version 22.0. The specific effects of the intervention will be determined using analysis of variance (ANOVA) data analysis approach. The project findings will also be compared to existing literature published in peer-reviewed journals,……
References
Works Cited
Bitting, Sara. “An Overview on Death and Dying Including Cultural Influences Within the Major NonWhite Populations of the United States.” Baylor University, Baylor University, May 2014, https://baylor-ir.tdl.org/bitstream/handle/2104/9001/Overview%20on%20Death%20and%20Dying.pdf?sequence=1&isAllowed=y .
Braun , Kathryn L., and Rhea Nichols. “Death And Dying In Four Asian American Cultures: A Descriptive Study.” Death Studies, vol. 21, no. 4, 2010, pp. 327–359., doi:10.1080/074811897201877.
Gire, James T. “How Death Imitates Life: Cultural Influences on Conceptions of Death and Dying.” Online Readings in Psychology and Culture, vol. 6, no. 2, 1 Dec. 2014, pp. 3–22., doi: https://doi.org/10.9707/2307-0919.1120 .
Pentaris, Panagiotis. “Culture and Death: A Multicultural Perspective.” Hawaii Pacific Journal of Social Work Practice, vol. 4, no. 1, May 2011, pp. 45–84.
Pentaris, Panagiotis. “The Cultural Context of Dying: Hawai’Ian Death Conceptions and The Gender Divide.” Asia Pacific Journal of Multidisciplinary Research, vol. 6, no. 4, Nov. 2018, pp. 104–111.
Study Document
Effect Of Digital Marketing On Competitiveness Of Automobile Companies
… of major motor vehicle dealers in Kenya, and a sample of 101 (30% of the population) was included in the study (Kigunda 2017). data was collected through semi-structured questionnaires and inferential and descriptive statistics used for data analysis. Quantitative data was analyzed using SPSS version 20. The study findings are that while automobile dealers in Kenya have significantly invested in digital marketing, there ……
References
References
Evans, M.P., 2007. Analysing Google rankings through search engine optimization data. Internet research, 17(1), pp.21-37.
Galvan, J.L. and Galvan, M.C., 2017. Writing literature reviews: A guide for students of the social and behavioral sciences. Routledge.
Kaplan, A.M. and Haenlein, M., 2010. Users of the world, unite! The challenges and opportunities of Social Media. Business horizons, 53(1), pp.59-68.
Kigunda, E. N. 2017. Effect of Digital Marketing on Competitiveness of Automobile Companies in Kenya (Doctoral dissertation, United States International University-Africa).
Kimani, B., 2012. When social media does the marketing. Management magazine, (36-37).
Machi, L.A. and McEvoy, B.T., 2016. The literature review: Six steps to success. Corwin Press.
Ngulube, P., Mathipa, E.R. and Gumbo, M.T., 2015. Theoretical and conceptual frameworks in the social and management sciences. Addressing research challenges: Making headway in developing researchers, pp.43-66.
Wong, L.L.C., 2016. Challenges and expectations: Preparing postgraduate students to write literature reviews. In International Conference of the Spanish Association of Applied Linguistics (AESLA), 2016. University of Alicante.
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