Data Analysis Essays


Learning Organization

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. Form… Continue Reading...

Quantitative Research

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 5 months… Continue Reading...

Research Approaches in Maritime Security

ISPS Code on the Maritime 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… Continue Reading...

Open Source Software

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

shown in Table 1 below together 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.… Continue Reading...

Healthcare and Fitness Research

records and historical documents treated to meticulous 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,… Continue Reading...

Enhancing Ship and Port Security Globally

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 both the qualitative… Continue Reading...

Learning and Social Deficits in the Elementary Classroom

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 integrated… Continue Reading...

Working for International Peace

Nigerian 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… Continue Reading...

Terrorism in Africa Study Design

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 the personal experience… Continue Reading...

Pledge for Homeless Families in Seattle

Managers will work 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… Continue Reading...

Healthcare Administration and Diabetes

distribution among ethnically different groups 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.… Continue Reading...

A Concise Analysis Of Financial Performance Of Companies

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 relatively higher effect on bid-ask extent (an information asymmetry… Continue Reading...

Grounding Of the Natuna Sea

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 and its… Continue Reading...

Qualitative and Quantitative Data Analysis

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 23.2%… Continue Reading...

Dsm Manufacturing when Network Analysis Meets Business Reality Case

optimal location. 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… Continue Reading...

How Hong Kong Responds to Fitness Clubs

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 quantitative: qualitative… Continue Reading...

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

of the conversation. Furthermore, since unplanned questions are asked, 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… Continue Reading...

Communicating Qualitative Research Analysis

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 collected in… Continue Reading...

Qualitative, Quantitative, and Mixed Methods Research

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 section,… Continue Reading...

Economic and Environmental Benefits Of Short Sea Shipping

order to fulfill our study requirements. 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,… Continue Reading...

Study on Parents with Autistic Children

hopefulness on the QOL of 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… Continue Reading...

Research Designs in Developmental Research

evaluated through 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… 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

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 20,000 Total 320,000 In-house… Continue Reading...

Pop and Ilp Policing

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 keep… Continue Reading...

External Business Environment from 3 Squares Restaurant

accuracy and 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… Continue Reading...

Multivariate Statistics Compare and Contrast

need be 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.,… Continue Reading...

Ethics and Business Information Systems

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 the ethical issues affecting the businesses environment. More importantly,… Continue Reading...

Inclusion Of Evidence Based Practice in Social Work

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

educators, parents, students and administrators 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… Continue Reading...

School Violence Essay

in 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… Continue Reading...

Public Health Officials Using Computers to Manage Outbreaks

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 and modeling. The Journal… Continue Reading...

Factors Affecting Employee Retention in an Organization

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 participants/respondents… Continue Reading...

Meaningful Usage Of Health Information Technology Hit

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 organizational… 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

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 and then… Continue Reading...

Motivation and Morale Police Administration

will be used will be 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 analysisContinue Reading...