Data Analysis Essays Examples

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Data Warehouse a Strategic Weapon of an Organization

Words: 10375 Length: 38 Pages Document Type: Essay Paper #: 99774450

Data Warehousing: A Strategic Weapon of an Organization.

Within Chapter One, an introduction to the study will be provided. Initially, the overall aims of the research proposal will be discussed. This will be followed by a presentation of the overall objectives of the study will be delineated. After this, the significance of the research will be discussed, including a justification and rationale for the investigation.

The aims of the study are to further establish the degree to which data warehousing has been used by organizations in achieving greater competitive advantage within the industries and markets in which they operate. In a recent report in the Harvard Business Review (2003), it was suggested that companies faced with the harsh realities of the current economy want to have a better sense of how they are performing. With growing volumes of data available and increased efforts to transform that data into meaningful knowledge that can be used to aid in gaining competitive advantage, companies are increasingly recognizing how knowledge can be used as business intelligence to reduce risk and to accomplish business outcomes (Harvard Business Review, 2003). More importantly, companies are wanting to make certain that enterprise data is integrated to the point…… [Read More]

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Data Warehouse Case Study VF

Words: 1268 Length: 5 Pages Document Type: Essay Paper #: 56969427

From Supply Chain Efficiency to Customer Segmentation Focus

Because of this focus on supply chain forecasting accuracy and efficiency, the need for capturing very specific customer data becomes critical. The case study portrays the capturing of segmentation data as focused on growing each of the brands mentioned that VF relies on this data to base marketing, location development and store introductions, and pricing strategies on. In reality, the data delivered for these marketing programs and location-based analyses is also providing an agile and scalable platform for VF to more effectively manage and mitigate its supply chain risk as well.

Relying on Alteryx for data analysis as it has superior capability to Microsoft Access and Excel in conjunction with the use of SRC Software for geo-demographic analysis, VF has created a workflow for translating data warehouses into the basis of marketing and supply chain strategies. The strategic goal of getting the right product on the right floor at the right time is further supported by secondary objectives of making data warehouses more efficiently integrated into the VF data warehousing and analysis tools. A secondary objective of more effectively creating an effective retail network is also shown in how the geo-demographic analysis…… [Read More]

Adnan, M., Longley, P., Singleton, a., & Brunsdon, C. (2010). Towards Real-Time Geodemographics: Clustering Algorithm Performance for Large Multidimensional Spatial Databases. Transactions in GIS, 14(3), 283-297.

Paul Sheldon Foote, & Malini Krishnamurthi. (2001). Forecasting using data warehousing model: Wal-Mart's experience. The Journal of Business Forecasting Methods & Systems, 20(3), 13-17.
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Data Management Systems

Words: 4416 Length: 16 Pages Document Type: Essay Paper #: 84562814

Practice Fusion

Strategic Planning Document:

A Plan for Conversion, Integration, and Implementation of Electronic Health Records (EHR) in a Residential Care Facility

Description of Institute

The objective of this study is to examine the implementation of a new information technology data-management plan at a residential care facility for individuals with mental illness/mental retardation. This facility also provides day treatment and respite care. This will include a two-person practice for a Nurse Practitioner and a Psychiatrist. The institute at focus in this study is a residential care facility for individuals with mental illness and mental retardation.

The mission of the residential care facility is to provide day treatment and respite care in addition to care for mentally ill and mentally retarded individuals in the best possible setting with the most effective treatment available.

Business Model

The term 'assisted living" is defined by the Assisted Living Facilities Association of America as any group residential program "that is not licensed as a nursing home and that provides personal care and support services to people who need help with daily living activities as a result of physical or cognitive disability." (Institute of Medicine [IOM], 2003) Placing residents in an environment that is more home-like…… [Read More]

Works Cited:
Giglio, P and Ingram, J (nd) Critical Features of an EMR System: Addressing major agency challenges through strategic functionality. Defran Systems. Retrieved from:

Key Capabilities of an Electronic Health Record System (2003) Consensus Report. Institute of Medicine (IOM) Retrieved from:
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Data-Gathering in Qualitative Research

Words: 580 Length: 2 Pages Document Type: Essay Paper #: 64955755

Preventing Data Loss and Data Overload

A qualitative researcher may have to organize, document, and track large and diverse amounts of information. Consider this scenario: A researcher has interviewed 12 participants thus far and has decided to follow up with 4 of them for further interviews. Unfortunately, the researcher has placed all of the contact information on sticky notes around the computer and now cannot find the contact information for 2 of the participants. Moreover, the research supervisor is asking the researcher for a specific piece of interview transcript from one of the participants. These transcripts are all handwritten in a notebook, and the researcher has 15 unmarked notebooks where interview transcripts reside.

Would you like to be the researcher in this position? Can you think of potential problems with this organizational strategy (or lack thereof)? In this Discussion, you will consider data organization strategies so that you will not find yourself in the position of this unfortunate researcher.

To prepare for this Discussion:

Review the pages in Qualitative Data Analysis: A Methods Sourcebook assigned this week.

How can a researcher prevent data loss and data overload during the research process? How can memoing and field notes assist with this…… [Read More]

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Analysis of Survey on Job Satisfaction

Words: 2577 Length: 7 Pages Document Type: Essay Paper #: 56631159

Job Satisfaction

The main objective of this research is to examine the various factors affecting job satisfaction given that satisfaction is a dynamic phenomenon that includes a person's attitudes and behaviors. The author also seeks to examine organizational injustices and how they affect job satisfaction and organizational commitment. Organizations in the modern business environment consider job satisfaction as a legitimate factor that has strong impacts on organizational commitment. In light of this significance, it's important for organizations to evaluate and identify factors that affect job satisfaction. Therefore, this research primarily seeks to study the various factors affecting job satisfaction.

Data Analysis Methodology

To achieve the aims of this study, the researcher conducted 26 surveys on 26 different employees to determine issues that are affecting the job satisfaction in their different working environments. The researcher developed surveys with open ended questions that act as a framework of understanding what employees want from their managers. Notably, the surveys were not carried out on any specific organization but on a group of participants who provided their personal experience on job satisfaction. The research participants were selected randomly though they were required to meet certain criteria to be included in the study. The use…… [Read More]

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Data Collection Analysis and Measurement Elements Identify

Words: 547 Length: 2 Pages Document Type: Essay Paper #: 13382553

Data Collection, Analysis, And Measurement Elements

Identify data collection, analysis, measurement elements studies. Limit box sentences attached document. 1. Accuracy reliability instruments 2. Statistical analytic methods Note. Not studies elements, element addressed.

Data Collection Elements

Observation method

This method is used concurrently with quantitative methods but, it is said to be comparatively entailing. As a method of gathering information, it gathers more information and has a validating aspect that these other methods lack. By observation method, - a researcher - is in a position to resolve differences that may be present of be appearing in a study. Observation also allows researcher gather information that would otherwise be unavailable. In the case of the dance_of_ the call_bells, the observed disconnect as far as the call bells goes is not obtainable with required objectivity other than through observation.

Observations made clearly brought to light the notion that matters concerning the call bells were an everyday occurrence. The observation method of data collection also highlighted the frequency of call bells, the numbers, who responded and the times that the bell was rung. This provides essentially important quantitative data that would be used to fortify the observations made.


As a measure to occurrence,…… [Read More]

Works Cited:
These measurement elements gave a statistical indication to validate that there were not enough people to attend to patients' calls. It also highlighted speed of attention and response which is so meaningful to the patient. The measurements aspects covered all aspect concerned with the call bell console and they were accurate in terms of time measurements and thus reliable for use in the study.


Desimone, L.M., & Kerstin Carlson Le, F. (2004). Are We Asking the Right Questions? Using Cognitive Interviews to Improve Surveys in Education Research. Educational Evaluation and Policy Analysis, 26(1), 1-22.
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Data Warehousing

Words: 2601 Length: 10 Pages Document Type: Essay Paper #: 22868415

Data Warehousing

Data Warehouse technology has changed the way that global organizations conduct business. Many have found it impossible to create a business strategy without a data warehouse. The purpose of this discussion is to research and explain the importance of data warehouse management.

We will begin by defining data warehouse and describing the business uses for the technology. Our discussion will then focus of data warehouse management. We will examine the three components of data warehouse management. In addition, we will discuss the assurance of safety and privacy which are needed to maintain the integrity of the data warehouse. Our discussion will also focus on the availability and reliability of the data warehouse. We will also investigate different management tools that are used to maintain the data warehouse.

Definition of Data Warehouse is defined as "A Database system containing large amounts of data that uses sophisticated software optimized for fast searches and data retrieval." (Compact American Dictionary of Computer Words) There are two main components that make up the data warehouse; the data mart and the info mart. The data mart is defined as, a file that houses data that is clean and ready to be analyzed and requires…… [Read More]

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Data Storage Design Large Business

Words: 666 Length: 2 Pages Document Type: Essay Paper #: 11439355

NET, PHP, Crystal Reports, and more.

In order to support the end-user database application, the user must maintain files like Adobe, Acrobat (pdf), PostScript, and FrameMaker to rapidly setup, test, modify, run, save and print database. Microsoft Excel files are also needed to enable information distribution in spreadsheet form and mark-up files (e.g., HTML, XML, etc.). There is no need to learn a programming language or meta-language and the setup can be accomplished by using a graphical user interface (GUI).

The most popular way to design a database is through Relational DBMS, which provides a collection of operations to manipulate relations, where data is presented as a collection of relations. A table depicts each relation, attributes as Columns, and Rows ("tuples") represent entities. Among the main features and functions of the software include: Supports various configurations (single-user, networked multi-user, and client-server); Ease of installation and distribution; Transaction processing; High speed data access; User defined stored procedures; Crystal Reports; Windows Operating System compatible (Windows 2003, XP, 2000 or 2000 Advanced Server, NT Workstation or Server, Me, 9x); Auto increment field support; Improved deleted row handling; Trim blanks feature; and Exposing of the record number as a key field. It is widely…… [Read More]

F. Stamatelopoulos, N. And Roussopoulos, B. Maglaris. (1995). "Using a DBMS for Hierarchical Network Management" "LEAP: Frequently Asked Questions" taken on November 10, 2006 from
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Managing Human Resources Analysis of

Words: 1901 Length: 6 Pages Document Type: Essay Paper #: 30159816

Based on the method the researcher use to conduct analysis, the data analysis presented is appropriate because the researcher use combination of both qualitative and quantitative methods in the data analysis.

Interpretation of Results

The interpretation of results is critical in the research studies. Based on the objective of the study, the researchers have been able to draw a significant correlation between research results and research aim and objectives. Researchers emerge the total combination of 2,991 themes to evaluate the opinion of students towards their tutors. The findings are presented in meta-theme and four meta-themes as being revealed in table 2.

Table 2: Findings in Meta-theme and four Meta-Themes combined


Endorsement Rate (%)









Four Meta-themes Combine









Based on the effectiveness of TEF as a strategy to evaluate students perception on their tutors, the researchers used nine themes that students used to evaluate their tutors, and the top five themes were professional, connector, director, transmitter and responsive. However, four themes such as expert, ethical, enthusiast and student centered did not feature in the university evaluation form revealing that they were not in the teacher…… [Read More]

Chow, M.Y.K. Quine, S. & Li, M. (2010).Bene-ts of using a quantitative with qualitative mixed methods approach- -to identify client satisfaction and unmet needs in an HIV healthcare centre. AIDS Care. 22 (4): 491-498.

Fisher, W.P. & Stenner, A.J. (2011). Integrating qualitative and quantitative research approaches via the phenomenological method. International Journal of Multiple Research Approaches.5(1): 89 -- 103.
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Decision Analysis System Computers Have Brought a

Words: 2275 Length: 7 Pages Document Type: Essay Paper #: 97790851

Decision Analysis System

Computers have brought a great change in our lives. A software program called spreadsheet turns the computer screen into a paper sheet one is working on. This program saves time by reducing the errors and repetitions of calculations. It is commonly used in physics labs in order to save time by getting accurate results and accumulating proper data in labs. Spreadsheets have traditionally been used by accountants for the purpose of bookkeeping and budgeting, when actually they can prove to be amazing tools for engineers and scientists as well. Using a spreadsheet, entered raw data could be manipulated and plotted through few easy commands. Furthermore, due to their built-in capability to easily plot data, spreadsheets prove to be especially useful (Karmakar et al., 2007).

Initially introduced in the corporate world in late 1970s and the early 1980s, it proved to be an immediate success. The usefulness, power of spreadsheets, and adaptability helped ignite broad-based approval and adoption of desktop computers in businesses. In today's world, electronic spreadsheets have become ubiquitous, and there are plenty of reasons why (Karmakar et al., 2007).

Spreadsheets have become indispensable tools for everyone involved in doing financial calculations and modelling. Around 92%…… [Read More]

Karmakar, S., C. Lagu, J. Agnew and H. Landry (2007) Integrated decision support system (DSS) for manure management: a review and perspective. Computers and Electronics in Agriculture, 57, 190 -- 201.

Kong, G., D.L. Xu, X. Liu and J.B. Yang. (2009) Applying a belief rule-base inference methodology to a guideline-based clinical decision support system. Expert Systems, 26, 391 -- 408.
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Individual Critique of a Quantitative Analysis Report

Words: 1882 Length: 5 Pages Document Type: Essay Paper #: 77537358

Individual Critique of a Quantitative Analysis Report

"A Randomized Control Trial of Continuous Support in Labor by a Lay Doula:" a Critique of a Quantitative Analysis Report

The process of giving birth places exceptional strain on a mother and is associated with significant risks and complications. According to a recent report published by the Centers for Disease Control and Prevention, 32.3% of all births in 2009 were delivered via cesarean section, a record rate (Martin et al., 2011). There are substantial risks involved with such a procedure for the mother as well as the child. Prolonged labor can increase the likelihood of having to perform a cesarean section (Lopez-Zeno, Peaceman, Adashek & Socol, 1992), while labor analgesia is also associated with a number of serious complications (Norris et al., 1994). The benefits of supportive care for women during labor are well established in the literature but nonetheless present a substantial financial burden that most underinsured women are not able to carry. The authors of the study, A Randomized Control Trial of Continuous Support in Labor by a Lay Doula, conducted a doula training program for a female friend or family member of the mother and examined the effect of their…… [Read More]

Works Cited:
Campbell, D.A., Lake, M.F., Falk, M., Backstrand, J.R. (2006). A Randomized Control Trial of Continuous Support in Labor by a Lay Doula. J Obstet Gynecol Neonatal Nurs, 35, 4, 456-64

Lopez-Zeno, J.A., Peaceman, A.M., Adashek, J.A., Socol, M.L. (1992). A Controlled Trial of a Program for the Active Management of Labor. N Engl J. Med, 326, 450-454
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Preliminary Analysis Plan the Essential

Words: 975 Length: 3 Pages Document Type: Essay Paper #: 584525

In addition, Baxter and Eyles (1997) stress that "academic discourse is sufficiently different from lay accounts" and that "the analytic views of 'outsiders' are important for understanding (pg. 505). Preserving the integrity of the respondents' responses to the interview questions will therefore be paramount in any analysis and presentation of the gathered data, even when such analysis/presentation takes place in a quantified manner. Gay & Airasian (2000) also maintain that there is a high need for data obtained through interview to remain descriptive when possible. Much of the important data in this preliminary study will be quantifiable, but other aspects will need to be treated in this more descriptive manner.

The use of case studies and the general descriptive representation of qualitative data and its analysis is a long recognized trend in the human and even the hard sciences (Leedy 2003). Even presenting certain events and phenomena within the framework of a narrative can be an effective and scientifically valid way of using research and qualitative data analysis to make a real and practical point about real world situations (Leedy 2003). Though it is difficult to ascertain the most effective framework in which to present the qualitative and un-quantifiable data…… [Read More]

Ambert, A.; Adler, P.; Adler, P.; Detzner, D. (1995) "Understanding and evaluating qualitative research." Journal of marriage and the family, 57(4), pp. 879-93.

Baxter, J. & Eyles, J. (1997).: Evaluating qualitative research in social geography: Establishing 'rigour' in interview analysis." Transactions of the institute of British geographers, 22(4), pp. 505-25.
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Strategic Multidimensional Analysis of the

Words: 3194 Length: 10 Pages Document Type: Essay Paper #: 26590094

The goal of quantitative research is to determine whether there is a truth in the predictive generalizations of a theory which assists in explaining understanding the phenomenon.

By contrast, qualitative research base its inquiry in understanding the human problem using multiple perspective, and the research is conducted in the natural setting in order to understand the phenomenon. While quantitative research uses survey, experimental and Quasi-Experiments methods to collect data, qualitative research uses the interview, case study and focus group as methods of data collection. The survey method involves using questionnaires for data collection with the intent of estimating the interest of the large population based on the smaller sample population. The qualitative research uses the phenomenological approach to understand the human experience. The goal is to immense into the phenomenon to understand the people being studied. The qualitative method also uses the case studies to explore the phenomenon being studied. The case study involves collecting detailed information of a sample program or event.

This study will use survey method as a method of collecting quantitative data. The study will also use the in-dept interview method and case study to collect qualitative data. The strategy will assist the researcher to collect…… [Read More]

Al-Hamdan, Z. & Anthony, D. (2010). Deciding on a mixed-methods design in a doctoral study. Nurse Researcher. 18 (1):45-56.

Aykut, D. (2010). Outward FDI from developing countries are up, notably South-South flows. World Bank Report.
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Thematic Analysis This Thematic Analysis Is an

Words: 2553 Length: 8 Pages Document Type: Essay Paper #: 68572797

Thematic Analysis:

This thematic analysis is an examination of interview data that was conducted as part of talking to various people from a range of different backgrounds regarding their experiences. The interviewer was basically trying to analyze how idleness contributes to lack of physical exercise and drug abuse among the youth. In this interview, the interviewer explores whether individuals who engage in minimal physical exercise understand the importance of exercising and how it eventually contributes to drug abuse. Based on the resultant drug abuse behavior, the interviewer also analyzes whether these people understand the dangers of using such drugs and how it leads them to improper sexual behaviors. As part of the examination, the contribution of improper sexual behaviors to sexually transmitted diseases through involvement with multiple partners is also discussed. Generally, lack of employment and idleness contributes to a higher rate of lack of physical exercise which in turn results in improper sexual behaviors that lead to the spread of sexually transmitted diseases like HIV / AIDS.

Part One - Analysis:

The lack of employment opportunities and minimal physical exercise influences the transmission of sexually transmitted diseases through improper sexual behaviors. The two major analytic approaches on the interview…… [Read More]

Braun, V & Clarke, V (n.d.), Using Thematic Analysis in Psychology, University of the West of England - Bristol, viewed 4 June 2012,

French, M.T., Roebuck, M.C. & Alexandre, P.K (2001), Illicit Drug Use, Employment, and Labor Force Participation, Southern Economic Journal, vol. 68, no. 2, pp. 349-368,
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Adv Data Management and Analysis

Words: 1336 Length: 5 Pages Document Type: Essay Paper #: 17043560

Management & ANALYSIS


What are the key concepts, constructs, and measures (operationalizations) of those constructs defined by the original study (Clinard & Yeager (2006,1980)) -- from where did the measures come?

The original study aims to interpret economic analysis data. The economic analysis data is of the annual sales of corporations that grossed $300 million - $45 billion during 1975. They analyze the data with the intent to locate if and how much of the revenue came from illegal corporate acts. Some variables in the study include net income/total assets, working capital/total assets and sales/total assets. Moreover the researchers calculated and hypothesized several relevant ratios among the critical factors and variables of the study. The corporations they study were limited to a few industries such as banking, transportation, communication, and utilities. Their measurements and interpretations of the data spread across a wide range of variables and factors such as firm size, firm growth, and percent of foreign sales. They declare early on the broad spectrum of factors they take into consideration for the purposes of this study. The authors go on to specify the codebooks referenced to support their theories, a description of the files and data examined, as…… [Read More]

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Pain and Pain Relief Qualitative Analysis

Words: 2780 Length: 6 Pages Document Type: Essay Paper #: 6435148

Pain & Pain Relief Following Hip Replacement Surgery a Qualitative Study

Qualitative research Assignment

Research design relies on the appropriateness of either qualitative or quantitative methods in achieving the objectives of the study. In the study, two research studies that use these different methods to accomplish their objectives are evaluated. One of the studies uses descriptive qualitative approach while the other exploits cross-sectional survey.

The analysis in this section requires that the analyst compares the article to quantitative articles he/she read - in general (the difference between the two types of studies) (LoBiondo-Wood and Haber, 2014). The differences in these two methodologies in the studies are evident. For instance, the descriptive qualitative approach is explorative in nature since it offers detailed explanation for the research topic while the cross-sectional survey focuses on enumerating and categorizing features through statistical figures in order to explain its observation (, n.d). The qualitative and descriptive approach is ideal for early phases of a research while the cross-sectional survey approach offers a clear illustration of the research when evaluated against the qualitative method. The qualitative approach utilizes interviews in gathering data while the quantitative cross-sectional survey method uses surveys in gathering data. The qualitative approach…… [Read More]

Works Cited: (n.d). Quantitative and Qualitative Research. Retrieved 20 September 2014 from 

Jaye C (2002). Doing qualitative research in general practice: methodological utility and engagement. Retrieved 20 September 2014 from
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Statistical Analysis of Restaurant Patrons

Words: 1636 Length: 4 Pages Document Type: Essay Paper #: 41501656

Many patrons tip based on how quickly their food is delivered, and if it is hot or not, how it tastes, did it meet the patrons' expectations or not for this specific type of food, what is the frequency of the patrons' dining on this specific type of food.

There are also an entire series of attitudinal questions regarding why this specific restaurant was chosen, and these could range from convenience for a family meal together, or for a special occasion. Clearly expectations are significantly higher for those respondents going out to dinner for an anniversary, birthday, or significant family event - all instances were respondents would be going to more upscale restaurants.

There is the entire price/quality aspect of this research. It is one experience to dine at McDonalds' or Burger King and have the expectation of the burger and fries tasting like they have in the past, and quite another to eat at a local 4-star restaurant where patrons would expect highly personalized service and an attentive waiter or waitress during the dining experience. In short, there are major environmental variables that need to also be taken into account, specifically in the area of price and quality expectations.…… [Read More]

ResearchMethods (2007) - Web Center for Social Research Methods. Research Methods Knowledge Base. Accessed from the Internet on July 11, 2007 from location: 

SPSS Files:
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Coding and Collecting Data for

Words: 678 Length: 2 Pages Document Type: Essay Paper #: 75173609

First, there is open coding, where frequently used words or concepts help separate useful data from other data that may not be useful in that particular research context. Next, the researchers turn to selective coding, which is "the process that links all categories and sub-categories to the core category thus facilitating the emergence of the 'storyline' or theory" (Corbin & Strauss, 2008, p. 155). This style of coding focuses on making relationships out of the emerging categories of more abstract qualitative data. Last, there is axial coding, which strengthens relationships between core concepts and categories. According to the research, "this process is used to make connections between categories and sub-categories and allows a conceptual framework to emerge" (Corbin & Strauss, 2008, p. 154). By using such coding methods, core concepts can help point to meaningful answers.

Moreover, data collection can be overlapping with data analysis within the context of qualitative research. This is much different than in quantitative contexts, where all the research data must first be collected before any sort of analysis can actually begin. Here, the research suggests that "By contrast, in qualitative evaluation, data collection and data analysis are not temporally discrete stages: as soon as the…… [Read More]

Corbin, J.M., & Strauss, a.L. (2008). Basics of Qualitative Research: Techniques and Procedures for Developing Grounded Theory (2nd ed.). Thousand Oaks, CA: Sage.

National Science Foundation. (1997). What is qualitative analysis. Analyzing Qualitative Data. Web.
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SQL and Big Data Gaining Greater Insights

Words: 1338 Length: 4 Pages Document Type: Essay Paper #: 58057145

SQL and Big Data

Gaining greater insights into terabytes of unstructured and structured data organizations have been collecting in many cases for decades across diverse computing and storage platforms are increasingly being unified through advanced data and system architectures. Big Data is the term used to define very large, diverse data sets that contain both structured and unstructured data that defy analysis using conventional database management and analytics applications (International Journal of Micrographics & Optical Technology, 2010). Big Data is an area generating much interest in enterprises as this collection of data analysis, aggregation and extraction techniques continue to deliver valuable insights into how companies can become more competitive (Datskovsky, 2013). Structured Query Language (SQL) is a widely accepted approach to querying databases, aggregating and analyzing data and creating useful reports that guide decision making in organizations (Rys, 2011). Enterprise software companies are creating Big Data analytics applications that include SQL-like interfaces so business analysts, programmers and line-of-business executives can gain access to the vast data sets they had previous not been able to use for guiding their strategic and tactical decision-making (Meijer, Bierman, 2011).

Challenges, Opportunities and Suitability of Using Relational Databases and SQL for Processing Big Data

The…… [Read More]

Baker, B. 2013, "Enterprise Analytics: Optimize Performance, Process and Decisions Through Big Data," Quality Progress, vol. 46, no. 6, pp. 68.

Datskovsky, Galina, PhD., C.R.M. 2013, "Harnessing Big Data for Competitive Advantage," Information Management, vol. 47, no. 1, pp. 1.
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Financial Analysis of International Airlines

Words: 5321 Length: 19 Pages Document Type: Essay Paper #: 14575221

The company's promotional literature emphasizes the synergistic effects of this corporate structure: "IAG combines the two leading airlines in the UK and Spain, enabling them to enhance their presence in the aviation market while retaining their individual brands and current operations. The airlines' customers benefit from a larger combined network for both passengers and cargo and a greater ability to invest in new products and services through improved financial robustness" (About IAG, 2012, para. 2). These changes in the corporate structure are consistent with larger trends in the airline industry which has experienced increasing consolidation among major carriers notwithstanding some regulatory constraints, and are also congruent with IAG's stated mission to "play its full role in future industry consolidation both on a regional and global scale" (About IAG, 2012, para. 3).


Market perception of IAG as a whole

Some recent media reports provide some useful insights concerning the standing of IAG in the current competitive airlines environment. For instance, Brummer (2011) reports that in IAG still plans to proceed with a partnership with American Airlines in spite of the carrier's current status in federal district bankruptcy court. This is not all that surprising, Brummer suggests, because, "In the U.S.…… [Read More]

About IAG.. 2012. International Airlines Group. Retrieved from

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No Child Left Behind Data

Words: 2255 Length: 7 Pages Document Type: Essay Paper #: 56259650

State education agencies and local school districts needs to work to incorporate the major provisions of the No Child Left Behind Act (U.S. Department of Education, 2004a). The evaluator feels it is imperative that as teacher preparation programs, along with state and local education agencies, address the training, recruitment, and retention of highly qualified teachers and conduct counseling sessions for every American classroom.

Teacher education programs can prepare future teachers to work in true collaborative arrangements with a variety of community stakeholders and families by helping teachers and school administrators understand the mandates, timelines, and overall missions of other public human services agencies. This type of information is critical and could be easily incorporated into the general and special education teacher preparation curricula, including field experiences in schools as well as in community human service agencies (such as mental health centers or juvenile justice).

As more educators are trained and become implementers of this evidence-based practice, schools can take the lead in handling students with EBD. School personnel need to understand how to proactively design, develop, and expand prevention and early intervention strategies that address student behavior through the use of Positive Behavior Support (PBS). Implementation of PBS will promote…… [Read More]

Works Cited:
Kolbe L, J. (2006) A framework for School Health Programs in the 21st Century. Journal of School Health. Pg 75:226-228.

Lechtenberger, D.A., & Mullins, F.E. (Fall, 2004). Promoting better family-school community partnerships for all of America's children. Beyond Behavior, 14(1), 17-22.
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Thematic Analysis of Literature in Order to

Words: 1937 Length: 7 Pages Document Type: Essay Paper #: 30304072

thematic analysis of literature in order to influence of transformational leadership on organizational outcome. The data is identified from relevant literature on organizational behavior and then used in the creation of a more coherent picture. Recommendations and conclusion is then presented on the benefits of transformational leaders to various organizations.

The concept of transformational leadership has been suggested to lead to an improvement in the level of organizational outcomes (Tucker & Russell, 2004). The work of Bass (1994) indicates that transformational leadership comprises of four main elements. That is; individualized consideration, idealized influence, inspirational motivation and intellectual stimulation. In this paper, we investigate if indeed transformational leadership enhances the level of organizational outcomes.

Research questions

This paper will be guided by the following research questions

What are the effects of leadership in general on organizational performance?

2. What are the ways in which leadership can be used in enhancing organizational performance?

3. What are the attributes of transformational leadership that are necessary in realizing organizational success?

4. What is the impact of transformational leadership on follower satisfaction?

5. What is the impact of transformational leadership in the level of organizational commitment?

Literature review

Extant literature has been dedicated to the…… [Read More]

Aiken, L.S., & West, S.G. (1991). Multiple regression: Testing and interpreting interactions.

Thousand Oaks, CA: Sage Publications, Inc.
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Retail Data Analytics

Words: 1005 Length: 3 Pages Document Type: Essay Paper #: 51592225

data collection mentioned earlier. This report shall focus on the data collection in particular. Within this report, there shall be a recitation of the data collection approach, a definition of the proper data collection channels, a description and depiction of the purchase of external data sets to assist in the problem, the development and description of data quality and other data governance issues and a planning of the ongoing storage and maintenance of the data. While planning and execute data analytics is not rocket science, as they say, it is something that is very important and needs to be done right the first time.

The author of this report knows that a ten million dollar investment is not insignificant. As such, there should be a proceeding with caution yet expediency. As noted in the prior project, JC Dollar is in the right general area of analysis but is obviously not properly discerning the effects and outcomes as is needed to craft a good loyalty. The data collection for the customer loyalty project needs to be thorough but it cannot be obvious that the data collection is going on or what it is for. Given that, the best way to collect…… [Read More]

Arrington, S.C. (2013). The Nays Have It: Computer Fraud and Abuse Act Should Not

Apply to Employees Who Violate Employer Imposed Computer Access and Data
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School Systems Use Data to

Words: 3796 Length: 14 Pages Document Type: Essay Paper #: 52273845

For example, with respect to the leadership support area developed by Bryk, Korkmaz (2006) reports that in some cases, collecting primary data are required to make informed decisions, particularly with respect to human resource decisions. In his study of 842 teachers working in 42 elementary schools, Korkmaz operationalized the dimensions in this area as described in Table 2 below.

Table 2

Operationalization of Elementary School Climate and Leadership Dimensions



Instruments Used

School vision

This dimension was defined as being a top-down process that begins with the elementary school principal and purposely extends to all school stakeholders. The two important elements of effective leadership identified were:

1. Building up positive interpersonal relations; and,

2. Developing a school vision.

To measure the perceptions of teachers working in these schools about the vision in their schools, the study used the Robustness Semantic Differential (RSD), developed by Licata and Willower (1978) (see proforma copy at Appendix a).

Organizational health

This dimension measures the perception of teachers concerning the health of their schools. Some ways to measure this dimension include the extent to which:

1. Teachers working in schools see their school's success in building positive communication with its environment as a strong…… [Read More]

Bryk, a.S. (2010). Organizing schools for improvement: Research on Chicago school improvement indicates that improving elementary schools requires coherent, orchestrated action across five essential supports. Phi Delta Kappan, 91(7). 23-25.

Korkmaz, M. (2006). The relationship between organizational health and robust school vision in elementary schools. Educational Research Quarterly, 30(1), 14-16.
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Big Data on Business Strategy

Words: 5673 Length: 20 Pages Document Type: Essay Paper #: 91933234

875). Often success introduces complacency, rigidity, and over confidence that eventually erode a firm's capability and product relevance. Arie de Geus (1997) identified four main traits for a successful firm; the first is the ability to change with a changing environment (Lovas & Ghoshal, 2000, p.875). A successful firm is capable of creating community vision, purpose, and personality, and it is able to develop and maintain working relationships. Lastly, a successful firm has conservative financing strategies, and is able to learn to perpetuate it. Self-perpetuation is a strategy identified in this study as necessary for current business strategies to survive in today's market.

Role of Technology in Business Strategy

Business strategy is continually evolving as information technology and business process redesign assist in the innovative design of central business processes (Broadbent, Don & Weill, 1999, p.159). New it systems have contributed to the reduction of coordination, production and information costs (Broadbent, Don & Weill, 1999, p.160). This research finds that there is evidence from literature that there is a close relationship between the evolution of strategic context in businesses, investment in it, and the nature of business processes (Bradbent, Don & Weill, 1999, p.160). The evolution of business strategies has…… [Read More]

Abareshi, a. (2010). The Choice of Business Strategy and New Organizational Forms: Model and Instrument Development. Interdisciplinary Journal of Contemporary Research in Business, 2(5), 9-38.

Allio, R.J. And Randall, R.M. (2010). Kiechel's History of Corporate Strategy. Strategy & Leadership, 38(3), 29-34.