Data Analysis Essays


Learning Organization

such as variety, velocity, veracity and variability. The focus, in this age of industry, has moved to data analysis and fast decision-making guided by immense volumes of information. Big Data is a rich ingredient that can be used to drive change (Shah, Irani, & Sharif, 2016). The 8-step change model developed by Kotter is one of the best ones found: 1. Creating a sense of urgency: develop a significant chance to excite employees to sign for their organization's change. 2. Develop a guiding coalition: constitute a group with the impetus to lead and marshal efforts in collaborative change. 3.… Continue Reading...

Quantitative Research

societal as well as individual levels. Data Collection Procedure and Appropriateness of data analysis Methods Identify the data collection procedures used and provide a description of how the data was collected (2) Response: The data collection procedures used in this study included a combination of in-depth interviewing and focus groups. An isolated and quiet room in a Pittsburgh cafe was the setting chosen for focus group meetings. The data was collected for the study in the following way: In-depth interviewing was performed over the phone. Five respondents (one respondent was chosen from every focus group) were contacted between 1 and… Continue Reading...

Research Approaches in Maritime Security

Security. The study seeks to use imperative research techniques coupled with effective and efficient data analysis systems. Evaluation of research techniques The study will use qualitative and quantitative research studies. The research design to be used by the study is a survey design that considers the possibility of accessing critical data within a descriptive avenue of study. Thus, the descriptive survey design to be used by the study seeks to explore on the existing state of affairs, shedding more light on its current state and probable future states. The descriptive survey design to be used by the study involves… Continue Reading...

Open Source Software

New Intellectual Property Paradigm, NBER Working Paper 12148. Necas, D., & Klapetek, P. (2012). Gwyddion: an open-source software for SPM data analysis. Open Physics, 10(1), 181-188. Spinellis, D., & Giannikas, V. (2012). Organizational adoption of open source software. Journal of Systems and Software, 85(3), 666-682. Vetter, Greg R. (2004). The Collaborative Integrity of Open Source Software, Utah L. Rev. 563 Vetter, Greg R. (2009). Commercial Free and Open Source Software: Knowledge Production, Hybrid Appropriability, and Patents, 77 Fordham L. Rev. 2087 Continue Reading...

Generational Differences in Social Media Usage

with a summary of the findings that emerged from these studies. c. data analysis: What is the process used to move inductively from coded units to larger representations including categories and themes. A study by Lapelle (2004) recommended using the following steps for coding data for inclusion in word tables: 1. Format the data into data tables including participant ID information and utterance sequence numbers. 2. Develop a theme codebook in tabular format to define linkages between numeric codes and theme categories. Logically organize the codebook based on your framework or report outline. 3. Determine face-sheet data categories on which… Continue Reading...

Healthcare and Fitness Research

analysis (Brehm-Curtis, 2014). Data will be analyzed using different methods of data analysis. Statistical processes will be involved in assembling the data and analyzing them as a way of acquiring the best conclusions and recommendations for the study. Data will be represented regarding themes in the case of theoretical representations. Quantitative data will be subjected to SPSS analysis so that the themes and figures are given meaning and hence can be used to make certain conclusions and recommendations for the study. The data will be presented in analyzed different forms like line graphs, bar graphs, and pie charts, among others.… Continue Reading...

Enhancing Ship and Port Security Globally

use imperative research techniques coupled with effective and efficient data analysis systems. Evaluation of research techniques The study will use qualitative and quantitative research studies. The research design to be used by the study is a survey design that considers the possibility of accessing critical data within a descriptive avenue of study. Thus, the descriptive survey design to be used by the study seeks to explore on the existing state of affairs, shedding more light on its current state and probable future states. The descriptive survey design to be used by the study involves both the qualitative and study… Continue Reading...

Learning and Social Deficits in the Elementary Classroom

universal screenings and continuous progress monitoring will be analyzed using a conventional data analysis application such as SPSS or Excel to ensure students are placed in the least restrictive learning environment that is congruent with their needs. B) Tier 2: Targeted Interventions Summarize the selection process for placing at-risk students in Tier 2. The failure to achieve adequate progress in Tier 1 placements as identified in the data analysis described above will be considered for placement in Tier 2 by an action team in order to provide them with more intensive and specialized support. Explain how RTI can be… Continue Reading...

Working for International Peace

government is able to gain back due to the methods described in this study. data analysis Strategy The authors of this case study of Boko Haram as part of the Counterterrorism in Africa movement anticipate the most useful data to pertain to the qualitative data gleaned. Thus, the data analysis strategy will largely relate to identifying themes in the qualitative data. Once those themes are determined -- which may include the nature of communication found, the imminence of such communication to acts of terror, and other themes that emerge in the data -- then the quantitative analysis will apply to… Continue Reading...

Terrorism in Africa Study Design

too small, the significance of the analysis will be missing. I would use qualitative or mixed methods data analysis within my overall design by analyzing the relationship between qualitative variables. Data could be collected both from conducting a literature review on the issue of Boko-Haram in Africa and by conducting interviews and surveys. Interviews could be used to gather qualitative data and surveys could be used to gather quantitative data. Correlation analysis could be conducted with the quantitative data and regression analysis could be conducted with the qualitative data. Information obtained via interviews will only for a better understanding of… Continue Reading...

Pledge for Homeless Families in Seattle

with us, the Program Analyst, to prepare our evaluation questions, evaluation design, data collection, data analysis, proposed presentation and utilization plan, proposed budget and narrative description. During the third week of June, we met with Mayor Schell and Alan Painter to discuss the pledge, goals and objectives. We discussed the problems that we ran into, as far as trying to receive immediate funding for shelter and assistance. We let Mayor Schell know we will achieve the goal within the six-month he stated in his pledge. The Mayor is aware we have set up meetings with the King County, State… Continue Reading...

Healthcare Administration and Diabetes

of people. A 2005-08 National Health and Nutrition Examination Survey data analysis depicted similar pre-diabetes rates among Non-Hispanic White individuals (35%), Mexican-American (36%) and Non-Hispanic Black individuals (35%). The 2010 National Health and Nutrition Examination Survey data was utilized to conduct a research work, which discovered gender differences based on ethnicity: pre-diabetes rates were consistent across females from different ethnic populations; however, rates were lower in non-Hispanic black men as opposed to Mexican-American or non-Hispanic White men (Endocrine Society, 2015). Recommendation Healthy diet and lifestyle choices aid pre-diabetics in normalizing their blood glucose levels. As a minimum, such choices… Continue Reading...

A Concise Analysis Of Financial Performance Of Companies

Strategic Value Advisors and KLD; these firms were subsequently acquired by MSCI, an organization providing performance and risk data analysis and stock market indices. ASSET4, the recognized non-financial data provider was purchased by leading financial data firm, Thomson Reuters. Pfeiffer, Cho, and Lee's (2012) study findings revealed that KLD rating-derived CSR performance scores decrease data asymmetry. Informed financiers, particularly institutional financiers, capitalize on their data advantage in their assessment of businesses' market value. In specific, they reveal that community, diversity ratings, and personnel relations decrease uncertainties in market data. Bad news or negative corporate responsibility performance scores depict a… Continue Reading...

Grounding Of the Natuna Sea

prevention of such incidents rather than simply ensuring the effectiveness of recovery and cleanup operations. data analysis As shown in the previous section, the oil pollution management approach adopted to deal with oil spill from the NATUNA SEA incident was largely effective because of speedy recovery and cleanup operations while the port remained fully opened and functional.  However, this accident could have prevented through suitable prevention measures as part of effective preparedness and response initiatives.  The various authorities in the shipping and maritime industry could have adopted several measures and initiatives to prevent the occurrence of the NATUNA SEA accident… Continue Reading...

Qualitative and Quantitative Data Analysis

Appendix 2. The report provides the findings for the HR (human resources) issues after carrying out the data analysis of employee's data. The outcome of the analysis reveals that workers between 25 and 55 years of age form the largest percentage of employees in the organization where the mean age of all the entire workforce is 39.19 years. However, workers between 18 and 29 years of age consist of 30.4% of the workforce. However, workers between age of 30 and 40 consist of 23.2% of employees within the organization. Employees between 41 and 50 years of age consist of… Continue Reading...

Dsm Manufacturing when Network Analysis Meets Business Reality Case

Explain your choice and reasoning, and support with updated data analysis to determine if a new optimal CM location resulted.) Ken Martins, the global vice president for procurement and product development, issues a request to Phil and Jim regarding taking into consideration all prospective scenarios. Other scenarios could give rise to a new optimal contract manufacturing location. One of these scenarios encompasses the prospect of positioning the contract manufacturer at a location outside of the United States. In particular, the costs might decrease and there would be an optimal manufacturing location, particularly if the contract manufacturer is set close… Continue Reading...

How Hong Kong Responds to Fitness Clubs

in-depth understanding of the how fitness is received in Hong Kong and what the industry should look out for. 3.3 data analysis The survey data will be analyzed by using the Likert scale of measurement as well as through qualitative assessment for the open-ended question at the end of the survey. Data will be analyzed by measuring Likert scores and providing a visual, quantified reading on the popularity of the fitness industry in Hong Kong. The open-ended question will provide a window into the qualitative conditions surrounding the fitness industry in Hong Kong. Thus, analysis will be both qualitative and… Continue Reading...

African-american Ownership in U.s. Oil and Gas Sector

the volume of responses provided increases, which may make data analysis more complex (Robson, 2016). Moreover, interview sessions may be much longer. Even so, a semi-structured interview would be the most appropriate for the above research question. An interview can be administered face-to-face, by phone, email, or internet (such as Skype) (Robson, 2016). The choice of a particular method is often informed by factors such as time and resource constraints as well as access to and availability of the interviewee (Bryman, 2008). Though telephone, internet, and email interviews require less time and cost as travelling and acquisition of recording… Continue Reading...

Communicating Qualitative Research Analysis

methodologies. These ten aspects relate to different elements in qualitative writing including research design, data collection, sampling strategy, data analysis, and data coding. One of the most salient aspects that distinguish qualitative research writing is the researcher's role in the study and how it may shape interpretations in the research. This is one of the most outstanding aspects of qualitative research because the researcher acts as an instrument. As compared to other research methodologies, qualitative research places the researcher at the center of data collection processes. This essentially means that the researcher is the instrument through which data is… Continue Reading...

Qualitative, Quantitative, and Mixed Methods Research

step involves organising and preparing the collected data for analysis. This step is important as it ensures a smooth data analysis process. The second step entails getting a broad sense of the data. At this stage, the researcher goes through the data to grasp a general understanding and tone of participants' responses. Step three involves coding the data. This is a particularly crucial step as it makes the data more comprehensible. At this stage, the researcher should focus on creating simple, relevant, and fascinating codes. Step four encompasses describing the setting and themes. The descriptions appear in the findings… Continue Reading...

Economic and Environmental Benefits Of Short Sea Shipping

These limitations would be noted and recommendations made on how to over the limitations. data analysis All data collected was analyzed using SPSS software. The software made it easy for us to plot and graph the data in order to identify the information. From the results, it was clear that making use of short sea shipping offered the country better economies and allowed the shipper to reduce their overall shipping costs when compared to traditional transportation methods. We did delve deeper into the European Union website for us to retrieve the data we required, and it all pointed out the… Continue Reading...

Study on Parents with Autistic Children

the parents with autistic children and how this can be achieved. Data Collection and data analysis The primary methods of data collection will be observations and interviews as well as video and audio recording, which will be carried out on different participants. Observations will be conducted on children and recorded on a pre-populated checklist that will be issued to them. The researcher will conduct structured interviews of the specialists while data from parents and the community members will be obtained through video and audio recording. The information from these recordings will then be transcribed into meaningful data for the research… Continue Reading...

Research Designs in Developmental Research

the use of parent questionnaire (Longmuir, Banks & McCrindle, 2012). data analysis was carried out through statistical procedures like descriptive statistics, binomial probability analysis, and linear regression in which the statistical significance was p = 0.05. Based on the analysis, the researchers concluded that school-aged children experience gross motor skill deficits after the Fontan procedure. These children experience deficits in foundational skills like running, which are strongly linked to more inactive lives. Children who have undergone a Fontan procedure after age 6 are increasingly likely to experience delays in object control skills. Low levels of daily physical activity contribute… Continue Reading...

Digitalization to Enhance Customer Satisfaction at Apm Terminals

the research approach and purpose to the research strategy, data collection techniques, sample selection procedures, and data analysis processes. As for the research approach, research may be either deductive or inductive. Deductive research essentially relies on deductive reasoning. This means that the researcher formulates a hypothesis based on extant literature, and then collects data to confirm the hypothesis (Bryman, 2008). The findings are then deduced to the general population under study. The deductive approach is often associated with positivist and quantitative research. The inductive approach, on the other hand, involves generating a new theory. Often used in qualitative research,… Continue Reading...

Marketing Management Plan

months. The timeline of the research is described in Table 1 below. Table 1: Research timeline Activity/Timeline 2017 2018 June August September-December January-March April Board approval Acquisition of researchers Data collection data analysis Presentation of report Budget As mentioned earlier, the research will involve primary research. Conducting primary research is not only a time-consuming, but also a costly affair (ESOMAR, 2007). The affair may be even costlier when it involves collecting data from respondents spread out in several countries. Table 2 below summarises the budget of the research. Table 2: Research budget Item Amount ($) Hiring research firm 150,000 Data collection and analysis 80,000 Administrative costs 30,000 Logistics and travel 40,000 Miscellaneous… Continue Reading...

Pop and Ilp Policing

Essentially added emphasis on analysis and use of better tools for data analysis including predictive software and so forth, can lead to a better chance at understanding the nature of the crime, why and where it happened, and ways to prevent or stop it. Effective analysis can determine the ways criminals behave and can help for more complex crimes that involved organizations and criminals with experience. This level of crime often requires a deeper knowledge and insight of pre-existing patterns and common locations where crime may occur. Crimes like human trafficking for example, could benefit from effective analysis to… Continue Reading...

External Business Environment from 3 Squares Restaurant

efficiency. Consequently, the restaurant saves time, an aspect that translates to better customer service. Utilization of data analysis Modern technologies in restaurants focus on capturing crucial data including customer preferences and order. Such information is critical in enabling the businesses better understand the target market. Analysis of these data provides restaurants with customer insights allowing the business develop loyalty programs that are personalized to meet client needs (Ho, 2014). In marketing, 3 Squares also stay to benefit from automated platforms that are designed to provide an in-depth perspective of customer preferences. Quick overviews of the sale specifics are revealed through… Continue Reading...

Multivariate Statistics Compare and Contrast

but keeping things too basic can also be a failing when it comes to data analysis. The right perspective is a must and that perspective should be made more precise and applicable as is needed. References B2B International. "Factor Analysis In Market Research | B2B International." B2B International. n.p., 2017. Web. 21 June 2017. Sports CI. "New View of Statistics: Mean & SD Or SEM?". Sportsci.org. N.p., 2017. Web. 21 June 2017. Stat Soft. "Multidimensional Scaling." Statsoft.com. N.p., 2017. Web. 21 June 2017. Statistics Solutions. "Conduct And Interpret A Cluster Analysis - Statistics Solutions." Statistics Solutions. N.p., 2017. Web.… Continue Reading...

Ethics and Business Information Systems

research questions. Chapter 3 will discuss the data collection method using the quantitative method. Chapter 4 will carry out the data analysis using the statistical technique. Chapter 5 will present the research findings in charts, words, and tables. Chapter 6 will discuss conclusion and recommendations. Significant of the Study The significant of the proposal is as follows: First, the study will improve the knowledge of the business community on the appropriate method to alleviate the ethical problems that face firms when carrying out the businesses activities. Moreover, the study will assist in enhancing a greater understanding of the general public about… Continue Reading...

Inclusion Of Evidence Based Practice in Social Work

daily practice because of the lack of a strong foundation in research methods and data analysis, which enhances likelihood of misinterpretation and misunderstanding of the findings. References Farley et al. (2009). The Challenges of Implementing Evidence-Based Practice: Ethical Considerations in Practice, Education, Policy, and Research. Social Work and Society -- International Online Journal, 7(2). Retrieved from http://www.socwork.net/sws/article/view/76/335 Gilgun, J.F. (2005, January). The Four Cornerstones of Evidence-Based Practice in Social Work. Research on Social Work Practice, 15(1), 52-61. Continue Reading...

Curriculum Evaluation Plan Essay

using a premium account on SurveyMonkey to facilitate survey administration and data analysis using SPSS seeking their quantitative feedback using a series of Likert-scaled questions concerning what they believe are the most compelling needs of the school and their rationale in support. This feedback will be taken into account during the curriculum design process which is discussed further below. Description of Curricular, Cross Content, Co-Curricular, and Extracurricular Content A description of the school’s curricular, cross-curricular, co-curricular and extracurricular ELA content is provided at Appendix A. Procedures for Curriculum Design, Approval, and Steps for Implementation The State of New Jersey… Continue Reading...

School Violence Essay

the schools. All respondents will be consented using the informed consent form shown at Appendix A. data analysis plan Because a mixed methods approach will be used by the proposed study, the data analysis plan will also be mixed. The qualitative data that results from the review of the relevant literature and the open-ended comments collected using the custom survey will be analyzed using a content analysis approach as described by Riffe, Lacy and Fico wherein each study is systematically analyzed and the findings used to inform the analysis of the subsequent studies (2005). The quantitative data that results from… Continue Reading...

Public Health Officials Using Computers to Manage Outbreaks

epidemics among healthcare staff. New statistical approaches are developed by statisticians focused on the improvement of data analysis. These efforts are also aimed at improving control measures and to cut down the numbers of epidemic related cases (Choi, 2012). Big data promises a rich reservoir of information and a host of analytical tools which will help health teams to demystify the complex and intricate details of transmission of infectious diseases that have been obscured due to lack of clear data. References Bansal, S., Chowell, G., Simonsen, L., Vespignani, A., & Viboud, C. (2016). Big data for infectious disease surveillance… Continue Reading...

Factors Affecting Employee Retention in an Organization

stress in an organization. Based on the findings of the data analysis, employee retention in the organization is affected by several factors including organizational culture, gender roles in the company, and family conflict. While the study was conducted on a group of participants from diverse backgrounds and demographics, organizational culture has a major impact on employee retention in the workplace. Organizational culture affects employee retention through influencing employee wellbeing depending on the kind of atmosphere in the workplace. Gender roles and family conflict seemingly have significant impacts on employee retention, particularly on female workers. Since the majority of the… Continue Reading...

Meaningful Usage Of Health Information Technology Hit

practitioner training in the area of quality improvement (QI) and data analysis, capital, time, and unawareness of the prospective advantages of HIT utilization for quality improvement, similar efforts for encouraging and supporting expanded HIT use in this regard are essential. Taking into account the above obstacles, the steps listed below are suggested for collaboration between primary care practitioners, facilitators, decision-making authorities and IT developers, for increasing HIT use for quality improvement within primary care settings (Higgins et al., 2015): · Share information on best practices and exemplary uses for inspiring and guiding primary care centers attempting at creating an… Continue Reading...

Police Culture

and use hardware and software for communications, background checks, and data analysis. Interaction with Others Police culture is segmented, making interactions with others highly proscribed. Between officers, interactions will be different than they are between officers and their supervisors but especially different than the interactions between officers and civilians. References McCartney, S. & Parent, R. (2012). Police subculture. Ethics in Law Enforcement. https://opentextbc.ca/ethicsinlawenforcement/chapter/8-1-police-culture/ Nhan, J. (2014). Police culture. The Encyclopedia of Criminology and Criminal Justice. DOI: 10.1002/9781118517383.wbeccj371 “Police Culture,” (n.d.). http://sociologyindex.com/police_culture.htm “The Police Culture,” (n.d.). https://www.sagepub.com/sites/default/files/upm-binaries/38432_4.pdf “The Police Culture and Work Stress,” (n.d.). https://us.sagepub.com/sites/default/files/upm-binaries/77481_cox_ch_8.pdf Yan, H. & Mier, A.… Continue Reading...

Grounded Theory and Ethnography in Doctoral

of mid-range theories in the applied sociological field (Charmaz & Belgrave, 2015). The methods used during the data analysis process include coding, creating theoretical categories based on the coded material, and then constructing narratives based on those categories and the themes they elucidate. Symbolic interactionism allows the researchers to apply grounded theory to a number of different scenarios, and to be liberated from the constraints of prior theoretical views or assumptions (Pettigrew, 2000). In other words, instead of developing a research hypothesis and question based on what a particular theory would demand, the researchers collect and analyze data first… Continue Reading...

Motivation and Morale Police Administration

determined by the characteristics of the target population (Saunders et al., 2014). data analysis In advance of conducting data analysis, the participants’ finalized questionnaires will be primarily audited to ascertain whether there are any trivial blunders like unreliable and half-finished responses, which may be end up being costly to the research study in general if overlooked (Saunders et al., 2014). Subsequently, the data will be coded for the main purpose of quantitative analysis. In this research study, the data analysis will be implemented using the Statistical Package for the Social Sciences (SPSS) tool. data analysis will predominantly comprise of descriptive… Continue Reading...

Big Data and Supply Chain Management Essay

there is presently a shortage of people who have strong data analysis skills, these skills are becoming increasingly in demand, and schools are starting to train more students in the use of big data. One of the important factors here is that data has become much cheaper – big data arises because the cost of acquiring any given data point is very small, and continuing to shrink. Retailers in particular have been able to reduce their cost of data acquisition dramatically (Chen, Chiang & Storey, 2012). Key to learning about the use of data is how to identify the… Continue Reading...

Quantitative and Qualitative Data Analysis Essay

data. We will give you the data in both cases. Each part should consist of data analysis, commentary and interpretation. You should write well-structured report of between 750 and 1000 words for each part – plus any diagrams and charts you produce and a list of references. Part A The report carries out the data analysis of employee data to answer some human resources related questions using the SPSS software. The screenshots of the entire data are presented in the Appendix 1 and Appendix 2. The report provides the findings for the HR (human resources) issues after carrying out… Continue Reading...

Five Principles Of Management

performed, high –speed and –performance computers and various quantitative instruments have been employed for data analysis. The approach grew in popularity in the World War II era when Operations Research Teams (interdisciplinary scientific teams) sought solutions to the numerous complex war-related issues. The teams devised mathematical models for simulating actual problems, changed variables’ values within the model, studied change impacts, and provided decision-making authorities with a rational base. The approach widely utilized simulation models, linear programming, inventory control, quality control, queuing theory, and other tools. Emphasis was given to rational, fact-based decision-making. Objective rationality was defined as the capacity… Continue Reading...

Indwelling Urinary Catheter Care

material, data collection score sheets, excel software for data entry and analysis. data analysis The number of infections on both arms will be tabulated in different tables and over the month the trend graphs will be developed every two weeks. This will help in showing the trajectory of the research in terms of percentage of infections in both arms hence continuous monitoring of the research questions and the hypothesis. The final data will be tabulated and the final figures put on the comparison graphs in terms of six separate months so that a trend is seen across the research period.… Continue Reading...

The Current State Of Education in the United States Essay

(2010) recommend that public high school districts incorporate these variables into their data analysis to facilitate the early identification of students at risk of dropping out. Regardless of the specifics of the various state-level missions for public high schools or the types of data that are used to evaluate their effectiveness in achieving these missions, it is reasonable to suggest that none of the objectives of states’ school systems will be realized if students drop out before they can receive the benefits of these educational services. Fortunately, there are some innovative strategies available that can help reduce the high… Continue Reading...

Education Research into Dual Credit Equity

outcomes and improving school performance. Researchers will also need additional staff to help with data analysis. Financial barriers can be overcome by inviting graduate students as volunteers, and also by applying for state and federal grants to fund the research. The ethical considerations of this research are mainly related to informed consent. Especially when it comes to reaching out to underserved populations, researchers must carefully consider how the survey items are worded, how the results will be used, and how well the parents and students understand the implications of the research. To improve informed consent processes, translators will be… Continue Reading...

Miami Beach High School Demographic Report

per household, and 13% of those under the age of 18 are below the poverty line. Demographic data analysis The city of Miami Beach has similar demographics to many other parts of Miami-Dade County in terms of being Hispanic-majority. The city is a strong magnet for immigrants, and there are immigrants from many parts of Latin America that comprise the student body, and they do so in greater numbers than the general population – about 66% Hispanic. Spanish and English are both quite prominent amount native language speakers. Unlike other areas of Miami-Dade County, there is only a small black… Continue Reading...

Attitudes Toward Physical Education in Fourth Graders

of the response scale was undertaken and participants requested to seek clarification on the same. Analysis: In the data analysis section, the type of each statistical analysis technique(s) must be identified (t-test, ANOVA, ANCOVA, etc.). A concise rationale for the type of statistical analysis must also be provided. The rationale needs to be supported via the textbook. The chosen statistical procedures must be consistent with the research questions, hypotheses, and type of data collected (in other words, why is the chosen analysis the most appropriate choice to test the hypothesis?). For each identified statistical analysis technique ALL assumption tests and how… Continue Reading...

Business Programs in Canada

completed online and allows students to understand and facilitate data analysis within a business setting. “This online program is designed for business analysts, project managers, operations managers, systems analysts, quality assurance analysts, marketing professionals and anyone whose role is about defining, and analyzing or solving business problems” (Conestoga, 2018). Computer science is a strong part of the core requirements for this program with course offerings such as Software Testing, Introduction to Analytics and Big Data, and Business Process Modeling and Improvement. Unlike the other two schools that are private, this public college allows the convenience of taking the entire… Continue Reading...

Teaching Experience

data analysis, Reflection and Action Plan data analysis The majority of the students met the standards. Of the 12 students, only 2 showed signs of needing more support. The impact of my instruction was that most students succeeded in acquiring the knowledge expected of them. Personalizing learning improved outcomes by making the learning process more accessible. There were no components of each assessment that students frequently missed or scored low on. Most students did well on all the assessments, and when low scores occurred, there was no… Continue Reading...

Logical Positivism and Scientific Research

of oneself as one is aware of others, the research design, the data collection tools, the data analysis methods, the theoretical perspective one is using to approach the subject, and so on. All of it matters. Science is really a holistic field—it leaves nothing out. It considers all things. Researchers have access to both quantitative and qualitative data—and both are important because both help us to understand. Conclusion What I conclude, therefore, is that researchers have a duty to observe and report. The observations they make should be stated without pretense: bias must be bracketed out by telling the… Continue Reading...

Cost Effectiveness Analysis for Evidence Based Project

would incur some costs. Some of these costs relate to provider survey deployment and analysis, data collection, data analysis, collaboration with healthcare providers and patients, and printing. Additional costs include staffing, equipment, and training costs on the implementation of the proposed intervention. These costs would include both direct and indirect costs incurred by the researcher in development and implementation of the project in the selected healthcare facility. The measurable outcome of improved patient-provider communication will be determined over a 3-month time frame for all LEP patients visiting the healthcare provider during this period. The anticipated benefit of this project… Continue Reading...

Reliability Credibility and Validity

by ‘ecessary similarities and contrasts required by emerging theory’ and causes the researcher to ‘combine sampling, data collection and data analysis, rather than treating them as separate stages in a linear process” (Saunders et al., 2017, p. 1893). Data saturation involves the process of data collection and relates to the degree of data repetition expressed in previous data (Saunders et al., 2017). To ensure data saturation has taken place, it must be convincing to the reader. It is hard to determine data saturation as there is no set value of what constitutes sufficient data. The general rule of thumb… Continue Reading...

Psychology Statistics T Test and Multiple Regressions

of psychology, I would most likely use a t-test as the method of data analysis. A t-test is best used when the researcher wants to determine deviations from a normal distribution curve. If there are one or more normal distributions (bell curves), t he researcher can compare the two groups using the t-test method. The variances do not need to be known to perform a t-test either, which is another reason why I would select this method of data analysis in my particular research question. Furthermore, the researcher can use the t-test to measure the differences between two populations… Continue Reading...

Social Sciences and Its Statistical Package

import or export functions. Another major benefit of SPSS takes into account its expansive options for data analysis. It is imperative to note that a comprehensive range of data analysis functions can be undertaken through the use of SPSS such as T-test, hypothesis testing, ANOVA, factor analysis, time series forecasting as well as other. Furthermore, all of the functions within the statistical package are all automated to the extent that the researcher basically needs to select the pertinent variables and corresponding applications for data output and analysis and the statistical package handles the rest. Another benefit is that apart… Continue Reading...

Ten Strategic Points

collection - Data will be collected through interviews developed through literature review. data analysis - Collected data will be analyzed through descriptive analysis. A one-way MANOVA will be used for the analysis of results from the study to determine whether and how programs for identification and development of high potential employees impact human resource. Part B The purpose of the 10 strategic point’s document is to ensure that the research is doable, valuable, and credible. This document is developed from researching literature and thus, it provides a guideline for the research in a succinct and summarized manner suitable for the… Continue Reading...

Positive Contributions by Veterans in the Construction Sector Essay

construction sector as a source of employment to other veterans? Qualitative Analysis The first step of data analysis included transcribing the recorded responses (Auerbach and Silverstein, 2003). These are more often than not transcribed into forms that are written for more improved study. In accordance to Grbich (2012), transcribing seems to be a direct technical endeavor, but in actual fact comprises of judgments regarding what extent and magnitude of detail to select, data interpretation and data representation. Following transcription, a thorough content analysis was undertaken to identity meaningful themes in the transcribed data (Kothari, 2004; Walliman, 2011). The identified themes were… Continue Reading...

Change Management

The more time allotted, the more data can be obtained. The data analysis period is relatively short, as information is evaluated in terms of already defined parameters supplied by the audit. The post-assessment communications period is that pivotal time in which the outcomes of the evaluation are made clear to management and a “where-do-we-go-from-here” strategy provided. On the global scale, differences in culture also have to be considered—as does the existence of the digital divide. The digital divide is that which occurs when one part of society has access to new technology than another part does not have. For… Continue Reading...

Qualitative and Quantitative Research Differences

study, only a single participant may be focused upon (Labaree, 2018). Q5. Discuss the difference in methods of data analysis for quantitative research versus qualitative research studies. data analysis for quantitative research is statistical in nature, given that the primary methods of data-gathering for quantitative studies are experiments, close-question surveys (such as a multiple choice or Likert scale format), and descriptive statistical data (McLeod, 2017). For qualitative research, data takes the form of open-ended or semi-structured interviews, observations, and multimedia, and may simply involve recording the results and observations of the researcher (McLeod, 2017). Grounded theory studies may code responses,… Continue Reading...

Differences Between Inferential and Descriptive Statistics

a meaningful manner to identify emerging patterns from the data. This data analysis technique does not allow the researcher to draw conclusions beyond the analyzed data or hypotheses being tested. On the contrary, inferential statistics is used to answer questions through testing specific hypotheses. Inferential statistics are primarily based on probability theory and hypothesis testing process. Inferential statistical methods are divided into two i.e. parametric and nonparametric tests. Parametric tests require variables to be measured at ratio or interval level while nonparametric tests are utilized for variables without a normal distribution i.e. variables at the ordinal or nominal measurement… Continue Reading...

Human Resources Management in Nonprofit Organizations

the mission statement of the organization. Coding methods will be used during data analysis for the focus groups. Differing substantially from prior research, this qualitative study will illuminate the actual practices of human resources managers in the nonprofit sector. The research will show not what managers believe they are doing to retain and develop employees, but what types of training and development opportunities actually exist, how accessible they are to employees, and how employees perceive those opportunities. Focus groups will also allow for the collection of perceptions and impressions that will invariably aid human resources managers and future researchers… Continue Reading...