Quantitative Data Essays


Quantitative and Qualitative Data Analysis Essay

Introduction: This essay consists of two parts. Part A is an analysis of quantitative data and Part B is an analysis of qualitative 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 Continue Reading... Continue Reading...

Different Types Of Studies Relating to Drugs

Crime Prevention, 15(2), 128-142. • This is a blended study over time that uses both qualitative and quantitative data. It looks at what effects and reactions that drug abuse and criminal offending have on people over time. This can be applied towards trying to reform people that are hooked on drugs and that are in danger of dying or leading lives of destitution. Rkieh, N., Cloke, J., Gallagher, N., Winters, B., & Leri, F. (2014). Drugs of abuse as memory modulators: a study of cocaine in rats. Psychopharmacology, 231(11), 2339-2348. • This is a quantitative only study that looks at… Continue Reading...

Research Approaches in Maritime Security

collected from the field and subjected to analysis, notably qualitative and quantitative data will be considered in all fronts. Thematic analysis will be obtained after classifying the data and establishing results based on the qualitative or quantitative nature in which they were collected. Data will be presented based on likely methods, like as themes and as graphs, charts, among others. The analysis will be done with conclusions and recommendations drawn for further use. The table below indicates how the various levels of the operations within the ports will be influenced by the (ISPS) Code in the case that it… Continue Reading...

Healthcare and Fitness Research

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. Data analysis will be essential because it will give meaning regarding the hypothesis stated based on what attracts people towards fitness programs (Brehm-Curtis, 2014). Respondents will give responses that are varied in… Continue Reading...

Enhancing Ship and Port Security Globally

the qualitative and study quantitative methods, which will yield both the qualitative and quantitative data for use (Schmitt & Arimatsu, 2012). The research techniques used will offer a wide variety of methodologies to be used to explore the research question and search for what is internally significant to the realization of the study objectives and goals. Descriptive survey technique is relevant in discovering new aspects within the study, and outlining them the way they are (Gaouette, 2010). The aim and the objectives of the study are seeking to have a description of the different ways in which the International… Continue Reading...

Working for International Peace

methods. By obtaining government permission, the researchers should be able to monitor this information for both qualitative and quantitative data to determine any links between phone users and terrorist activities. This data can be counterposed with that from online activity to determine the relationship between this communication and terrorism involving Boko Haram in Nigeria. Evaluation Design, Needs Assessment, or Formative or Summative Impact Evaluation The evaluation design for this type of case study is an integral aspect of determining its overall efficacy. It will include analysis of the results of the data gleaned from this study. Moreover, such an… Continue Reading...

Terrorism in Africa Study Design

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 that individuals have in the situation being studied, while surveys can help provide the researcher with statistical information that can provide a quantifiable narrative. These methods can be used to enrich and explain anticipated findings from the evaluation design in the following ways: 1) first, the use of qualitative… Continue Reading...

Qualitative and Quantitative Methods

counterterrorism. Additionally, I would deploy a statistical analysis to provide additional quantitative data. I would buttress these results with a qualitative study that yielded additional knowledge into the nature of those threats. This would involve in-depth details of the means of carrying about these threats, and how they could be counteracted. As per the guidelines issued in the USAID (2013), I would formulate my study along the lines of beginning with the quantitative analysis. This analysis would determine the exact number of counterterrorism threats that are currently affecting Africa. Additionally, it would determine the most efficacious of these attacks… Continue Reading...

Technology Adoption in a Call Center Enterprise

have always used electronic performance monitoring (EPM). The goal of such a process is evaluating employee performance. quantitative data that help managers get a feel of employee productivity such as average call time, average call duration and the type of calls are collected. Therefore, EPM can lead to conflict between employees and management. Employees may become concerned about their personal wellbeing as managers continually push on meeting specific performance goals using data collected on them. An interesting scenario therefore arises where a system managers are using to help increase productivity is also leading to employees losing morale. If this… Continue Reading...

Boko Haram and Diffusion Of Innovation

how terrorist ideology and tactics become diffused throughout different regions or throughout time, providing quantitative data that can be used to inform Nigerian counterterrorism policy. Similarly, ANOVA and MANOVA can be used when comparing the results of counterterrorism policies used in other countries versus those used in Nigeria. References Boushey, G. (2012). Punctuated Equilibrium Theory and the Diffusion of Innovations. Policy Studies Journal 40(1): p. 127 Gilli, A. & Gilli, M. (2014). The Spread of Military Innovations: Adoption Capacity Theory, Tactical Incentives, and the Case of Suicide Terrorism. Security Studies, 23:513 -- 547. Osumah, O. (2013). Boko Haram insurgency… Continue Reading...

How Hong Kong Responds to Fitness Clubs

that will support the qualitative data gathered via the survey's open-ended questions. quantitative data will be gathered from the Likert scale responses and the numerical results will be used to assess whether or not the variables are deemed relevant to consumers. If consumers give the variables addressed in the questions high marks, this will indicate that the same variables identified in the literature as impactful to the potential of the fitness industry in Hong Kong are also deemed important to consumers. If consumers do not give them high marks, this will raise questions about the validity of the hypothesis. Taken… Continue Reading...

Mixed Methods Designs

design. This entails describing the collection, analysis, and interpretation of qualitative and quantitative data. It also involves describing the timing of data collection as well as the theory and philosophical worldview underlying the above procedures. The next step involves educating the reader about other terms that may be used in place of mixed methods. These include mixed methodology, multi-method, and quantitative and qualitative methods (Creswell, 2014). It is also important to familiarise the reader with the history of the mixed methods design. According to Creswell (2014), the mixed methods design gained popularity towards the end of the 1980s, with… Continue Reading...

The Prevalence Of False Confessions

electronically recorded. The article was also a review and did not have any participants nor enough quantitative data to create a concrete delineation of false confessions and the Reid technique. This can make it unreliable for recommendation. The next article titled: "False confessions" covers the after effects of false confessions, in stark contrast to the other articles that discuss the prevalence of false confessions. The research question centers on the commonsense belief that people do not confess to crimes. However, the hypothesis suggests it happens more than believed and demonstrates through findings that offer a 20 to 25% false… Continue Reading...

Qualitative, Quantitative, and Mixed Methods Research

cannot be overemphasised. Decisions in this field apply to large populations, and hence ought to be informed by quantitative data. References Bryman, A. (2008). Social research methods. 3rd ed. Buckingham: Open University Press. Creswell, J. (2013). Qualitative inquiry and research design: choosing among five approaches. London: SAGE. Creswell, J. (2014). Research design: qualitative, quantitative, and mixed methods approaches. 4th ed. London: SAGE. Creswell, J., & Clark, V. (2011). Designing and conducting mixed methods research. 2nd ed. London: SAGE. Denscombe, M. (2010). The good research guide for small-scale social research projects. 4th Ed. Maidenhead: McGraw-Hill. Kothari, C. (2004). Research methodology:… Continue Reading...

The Impact Of Legislation on Violence

are reported, how they are viewed, how society adopts its legislation, etc. Such a theory suggests the quantitative data showing a decrease in crime rates may have a qualitative explanation that is rooted in the shifting of societal attitudes. This explanation is supported by Downes and Rock (2011) who state that the "sociology of crime" does not and cannot serve up one, absolute, all-conclusive explanation for why societies engage or do not engage in "rule-breaking," though different theories may at times "mesh" and serve as a guide towards a deeper understanding of a complex phenomenon (p. 1). Assessing how… Continue Reading...

Left Brain Right Brain Worldview and Doctoral Programs

excessively linear, the professional PhD tracts ideally blend right and left brain visions. The application of quantitative data analyses to real world problems reflects the logical functions of the left brain, while the expanded worldview of the professional practitioner who understands the value of applying academia to the real world appeals to the right brain. Because my worldview combines both left and right brain worldviews, the professional PhD program fits in well with my goals. References Boud, D., & Tennant, M. (2006). Putting doctoral education to work: Challenges to academic practice. Higher Education Research and Development, 25(3), 293-306. Retrieved… Continue Reading...

School Violence Essay

study will use a mixed research design that draws on both qualitative data from the secondary literature together with quantitative data derived from a custom survey of a representative population of educators in this school district. The use of both qualitative and quantitative data is consistent with the guidance provided by Grinnell and Unrau (2005) who report, “Quantitative and qualitative methods each have their special uses. Both methods make meaningful contributions to our understanding of the social world and, when used together, can obviously augment it” (p. 83). Moreover, the use of a mixed methods approach can help improve… Continue Reading...

Leadership Personality Traits and Organizational Behavior

several empirical studies using convenience samples and questionnaires to yield quantitative data. Ultimately, the research shows that inclusion is strongly linked to organizational commitment, as are the other variables like stress. The implications are that different personalities can work together to achieve organizational goals when there are active mechanisms and methods in place for inclusivity, cooperation, and stress management. Article: Bottomley, P., Mostafa, A.M.S., Gould-Williams, J., et al (2015). The impact of transformational leadership on organizational citizenship behaviours. British Journal of Management 27(2): 390-405. Link: DOI: 10.1111/1467-8551.12108 Annotation: This research shows how transformational leadership is a central factor in… Continue Reading...

Role Of Interactive Social Media in Corporate Social Responsibility Communications

that result from the administration of the custom survey described above. The quantitative data from the custom survey will be analyzed using an Excel spreadsheet to develop percentage responses to the Likert-scaled questions in section two and these results will be presented in tabular and graphic form, together with a narrative analysis. 4. Relevance 4.1. Scientific relevance. Although there are no experimental elements involved in the proposed study’s research design or data-gathering strategies, the proposed study has significant scientific relevance by virtue of its interest in identifying best practices in a rapidly evolving communications platform that is reaching near-saturation… Continue Reading...

Obesity and Nursing Rates Of Care Community

each patient cohort. Guidelines can be based on evidence compiled from focus groups and qualitative as well as quantitative data showing what works for each population. Operationalizing the appropriate interventions will illuminate which strategies work well and why, helping healthcare administrators to make adjustments and changes as necessary based on empirical evidence. Moreover, the operationalization of the interventions will also help administrators and healthcare workers to recognize risk factors more readily. Increasing Advocacy and Outreach Efforts Outreach involves working with schools and other community organizations to build bridges and increase public education about obesity. With a target of improving… Continue Reading...

Quantitative and Qualitative Data Analysis Essay

Introduction: This essay consists of two parts. Part A is an analysis of quantitative data and Part B is an analysis of qualitative 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… Continue Reading...

Patient Centered Care in Healthcare Nursing

can also be measured in other ways, such as patient outcomes. Providing valuable quantitative data, outcome and performance measures would demonstrate whether a more informed and educated patient population does in fact lead to measurable results like improved patient outcomes due to increased patient health literacy, or cost savings due to increased patient involvement in preventative care plans. Multidisciplinary Team Building A multidisciplinary team is ideal for implementing a systematic change in patient education and information services in the organization. “Teamwork in health care settings is widely recognized as an important factor in providing high-quality patient care,” (Valentine, Nembhard… Continue Reading...

Health Public Policy Analysis

take into account perceptions and public opinions. Mixed-methods approaches are best because of the way they combine qualitative and quantitative data. Finally, CBPR approaches are sustainable, driven by long-term goals that benefit future generations of the community. How to Approach and Initiate Collaborative Process Approaching community organizations begins by leveraging existing partnerships with stakeholder groups including business associations, community-based health organizations, development companies, and City Hall. An initial set of meetings will establish further partnerships and alliances. Social media and other digital networking tools can then be used to organize town hall-style meetings to cultivate the participatory approach to… Continue Reading...

Spirituality Mind Body Spirit and Transpersonal Psychology

qualitative methods than on the potentially futile quest for quantitative data proving the efficacy of practices like meditation or prayer. Therapists and healthcare practitioners working within a Christian worldview also have a wealth of tools at their disposal. The unification of body, mind, and spirit is grounded in Christian scripture and literally embodied in the teachings and example of Christ (Fossarelli, 2002). In fact, experiencing the connection between body, mind, and spirit can help guide a person through existential anxiety. Patients who struggle with pain, disease, chronic illness, or who are close to death especially benefit from a perspective… Continue Reading...

Indwelling Urinary Catheter Care

education to help with implementation and monitoring of infection prevention and control standards. Their demographic and quantitative data has value to look at the demographics of the types of RNs used in this study. Safdar (2016) presents a qualitative study to assess patient perspectives of indwelling urinary catheters using a semi-structured interview. Results were that patient awareness and engagement about indwelling urinary catheters and the potential risk for CAUTI could be improved in the hospital setting. Suggestions included implementing educational programs incorporating patient preferences for both health care workers and patients. This can increase the involvement of a patient… Continue Reading...

Hospital Organizational Change Nurse Consultation

both qualitative methods like interviews and focus groups, as well as quantitative data gathered from HCAHPS scores, patient metrics, and patient surveys. Although the current consultation strategy does not require formal comparisons with local organizations, other area healthcare institutions can offer meaningful points of comparison when inspiring change. The data collection methods will tacitly refer to the community, its needs, and also the need for the organization to better embrace corporate social responsibility models in their operating strategies. Description of Organization Jackson Health System in Miami, which comprises six individual organizations including Jackson Memorial Hospital, is a cluster of… Continue Reading...

Emotional Intelligence

questionnaires is very key to the research since it gives the quantitative data on the number of times or the frequency of choice of a given device. The alternative to this would be group focused interview though this would take time and there is possibility of influencing the choices of the other participants. The virtual interactive method that was employed in the observation as a data collection method was also preferred due to its ease of use among a busy students population and was a simulation of the actual virtual market that the results of this research will most… Continue Reading...

Benchmarking for a National Hospital Assessment

used in this case include both qualitative methods like interviews and focus groups, as well as quantitative data gathered from HCAHPS scores, patient metrics, and patient surveys. Although the current consultation strategy does not require formal comparisons with local organizations, other area healthcare institutions can offer meaningful points of comparison when inspiring change. The data collection methods will tacitly refer to the community, its needs, and also the need for the organization to better embrace corporate social responsibility models in their operating strategies. Description of Organization Baptist Health Care system provides healthcare solutions for northwest Florida and south Alabama… Continue Reading...

How to Conduct a Study on Virtual Teams

scope of this study. A survey of virtual team members, however, could provide quantitative data using the Likert scale, which could be analyzed statistically. Population The survey method would target virtual team members. Participants could be identified on social networking platforms like LinkedIn, and snowball sampling could be used to obtain the desired population size for sampling. The sample should consist of 50 participants willing to take the survey. Using the Likert scale will allow survey responses to be statistically analyzed as responses are given on a 1-5 scale, with 1 indicating disagreement with the survey statement and… Continue Reading...

Promoting Physical Activity in the Community

and pains that used to bother them. The survey should provide quantitative data that can be used to assess the performance of the instructor, and the Likert-scale can be used to measure the responses. Conclusion In conclusion, the 7-week exercise and education course will be used to help educated and train the adult population at the behavioral health clinic in our low income community about the positive effects of physical exercise and methods of engaging in physical exercise. The aim of the intervention is to promote physical activity in accordance with the Healthy People 2020 objective. The need for… Continue Reading...

Management and Leadership Dream Job Cfo

countries, I would play a major part in providing the quantitative data and educated advice needed to ensure our success. Tasks The tasks that are part of the CFO’s job vary considerably, and may also depend on situational variables such as the organizational culture, the industry in which I work, and the size of the company. Generally speaking, a CFO fulfills tasks that are linked to strategic financial planning. Both internal and external decisions pass through the CFO, who may help restructure departmental budgets, help the marketing, research, and development departments design new products or strategies, or allocate additional… Continue Reading...

Training Transfer and Human Resources Theory

well as to on the job applications. Measuring outcomes via performance and other metrics provides quantitative data, whereas interviews, open-ended questions, and other forms of qualitative feedback offers unique insight into how to make improvements to training transfer design. References Allan, L. (2018). The problem of training transfer. Business Performance. http://www.businessperform.com/workplace-training/transfer_of_training.html Heathfield, S.M. (2017). Training transfer. The Balance. https://www.thebalancecareers.com/training-transfer-1919310 Continue Reading...

Psychology Phenomenology Descriptive Qualitative Methods

seem too soft for those who are steeped firmly in the scientific method. quantitative data is hard, immutable, and reliable—and yet when it comes to addressing human psychology, quantitative methods are still fallible. There are too many intervening variables within the realm of human consciousness, which can only be addressed using methods like descriptive phenomenology. When these methods are used systematically, judiciously, and with meticulous attention to how the results are communicated, descriptive phenomenology can be considered empirical evidence that is valuable or even indispensible for understanding the human condition. References Broome, R.E. (2011). Descriptive phenomenological psychological method. https://phenomenologyblog.com/wp-content/uploads/2012/04/Broome-2011-Phenomenological-Psychological-Dissertation-Method-Chapter.pdf… Continue Reading...

How Logic and Reason Help Us Make Better Communicators

I can see how statistics can be misleading, and yet also know that quantitative data is ultimately more reliable than anecdotal evidence or appeals to authority. Using logical reasoning is easier in written than in oral communications because of the gift of time. When engaging in an oral discussion, there is very little time to reflect on the logical fallacies, and there is a greater tendency for the emotions to come in the way. Considering multiple points of view takes time, and also requires good cognitive organization skills when framing an argument in ways the audience can understand. Knowing… Continue Reading...

Logical Positivism and Scientific Research

our understanding of phenomena. I do not discount qualitative research simply because it cannot be backed up by quantitative data or because some do not view it as empirically sound research. If one looks closely at any type of research, controlling for variables and bracketing out bias can be nearly impossible to achieve perfectly. I view the argument made by Ayer regarding metaphysics to be somewhat limited in the same way. For Ayer, the basis of metaphysics is faulty and full of logical missteps. For me, I view metaphysics as something that can be approached logically, as a science,… Continue Reading...

Human Resources Talent Management

on this subject have already been done, and I would prefer to contribute to the scholarly community by providing quantitative data and suggestions for future research. References Salkind, N.J. (2010). Causal-comparative design. Encyclopedia of Research Design. DOI: http://dx.doi.org/10.4135/9781412961288.n42 Continue Reading...

Research Design Issues in Education Dual Credit

why or how (Camburn, Goldring, Sebastian, et al., 2016). The main reason why quantitative data fails to illuminate why and how is that there are multiple complex variables that an experimental design cannot comprehensively cover and still maintain validity and reliability. As Camburn, Goldring, Sebastian, et al. (2016) and also Muijs (n.d.) points out, the results of quantitative research are not necessarily generalizable even when they are internally valid. I would therefore propose a systematic and in-depth use of qualitative methods to explore attitudes, perceptions, and lived experiences of low income students, students who are new immigrants or English… Continue Reading...

Healthcare Research Quantitative Methods

staffing in specific departments all depends on access to quantitative data. For example, administrators can acquire knowledge about departments that are underperforming, which have underutilized technology, or which need additional equipment or staff to improve patient outcomes. The validity and reliability of quantitative research depends on how the studies are designed, and how the data is analyzed and applied in practice. Small group studies yield preliminary knowledge that can be acted upon for minor or small-scale issues, or used to inspire future research. Generally, the larger the population sampled in quantitative research, the more reliable the study due to… Continue Reading...

Problems with Random Assignment Experiments on Principals

(p. 211). The review of principal journals and other qualitative data sources augment the quantitative data to show how principals were interacting with the DPD. More importantly, the researchers used their qualitative data to demonstrate weaknesses in the experimental design. The program ended up not being delivered fully to enough principals due to noncompliance and other issues. The DPD was also not administered uniformly to all principals. There are simply too many variables in program delivery to allow for a meaningful quantitative analysis. Resistance to change and sociopolitical context were also some of the factors the researchers identify as… Continue Reading...

The Housing Crisis and Insecurity and Poverty in America

meal remains an uncertainty. Bias certainly exists, though, as Desmond demonstrates with quantitative data showing that white landlords are more likely to rent to white tenants than black or Hispanic ones, even when other variables are controlled for (346). Race-based segregation also prevents solidarity among the poor—the type of solidarity that could facilitate policy and legislative changes. All of the individuals Desmond profiles use coping mechanisms to subvert or undermine their condition and status in society. Even when those coping mechanisms do not actually work in bringing about real change or self-empowerment, they do allow for psychological resilience or… Continue Reading...

2016 Election

The interviews would provide me with a qualitative data set and the surveys would provide me with a quantitative data set. Evidence I Would Need to Obtain but Cannot Obtain Self-reported data is not always the most objective and does not always offer the most empirical of proofs. It is not like observing the results of test and obtaining clear evidence. In other words, the objective data that I would like to obtain would primarily still be highly subjective because it would rely on individuals stating their reasons for voting for Trump. Sometimes people fail to articulate their reasons… Continue Reading...

Knowledge and Understanding in Sports

using timing tools and measures and by testing accuracy, all of which are afforded by quantitative data collection instruments, such as a simple tally sheet on which data can be recorded by way of direct observation. However, it can be difficult to assess a student’s understanding because of the highly subjective nature of this quality and how it is demonstrated based on awareness of context and when and under what circumstances a skill should be implemented. The relationship between understanding and knowledge is closely linked but still each concept is quite distinct. Nedha (2015) regards knowledge as information achieved… Continue Reading...

Marketing Distribution Issues

come by way of survey. A survey can provide a company with quantitative data to help it make decisions about what products to develop and how to market them in a foreign land. Another way to obtain information would be through customer interviews and through social media. Social media can be one of the most effective ways to obtain data in today’s business world, as it enables companies to tracker user profiles, likes, dislikes, and engage in market segmentation for demographics, behavior, geography and psychometrics. All of these tools are helpful for obtaining information about the market and how… Continue Reading...

Research Design and Methods Used in Leadership

collection methods include observation, participant-observation, interview, and document or content analysis (“Data Collection Methods,” n.d.). quantitative data collection methods used in leadership research may include surveys and experiments, which allow for statistical analysis, the establishment of causality between independent and dependent variables, and the tracking of results over time. Whereas quantitative data collection methods had once been the most commonly used in the social sciences, recent trends in leadership research have shifted towards qualitative methods (Antonakis, Schriescheim, Donovan, et al., 2003). Qualitative methods often reveal nuances, patterns, and ideas that quantitative methods overlook or take for granted, making mixed-methods… Continue Reading...

When to Use Mixed Methods Design

investigation. However, using the mixed methods approach is useful when both qualitative data and quantitative data can be easily combined to enhance a study (Johnson & Onwuegbuzie, 2004). For example, in a health care study, interviews could be conducted with patients about their care and a survey could also be given. The interviews would provide qualitative data and the surveys would provide quantitative data. Both would complement one another: the survey could obtain responses using a Likert scale of measurement which would allow a form of statistical analysis to be conducted. The interviews could help to provide even more… Continue Reading...

Social Psychology

capture the underlying biases and belief systems that might not be unearthed when using purely quantitative data or survey instruments. It is important to find out why some interventions work and others do not, in order to ensure that anti-bullying interventions are cost-effective. The phenomenological approach and qualitative research methods can be used to better clarify the variables involved in all aspects of bullying, which can then inform best practices or used to design anti-bullying intervention programs. Researchers could also observe or monitor parental behaviors, parenting styles, and parent reactions to bullying to see if any of these variables… Continue Reading...

Elder Abuse Among Patients

uses in research, the clearer the picture can become. By using both qualitative and quantitative data collection methods, the research takes on a mixed-methods approach that provides a fuller perspective on the issue. First comes the process of gathering information from scholarly articles. This serves as the basis of all evidence based practice: health care professionals must base innovations in care service on academic literature that has been peer reviewed—articles that show how to address problems such as these. Reviewing the scholarly literature on the problem of elder abuse in peer reviewed journals (articles published within the last five… Continue Reading...