methodology of comparative analysis

Comparative analysis is a versatile methodology that finds application in various fields and scenarios. Let's explore some of the most common and impactful applications. Business Decision-Making. Comparative analysis is widely employed in business to inform strategic decisions and drive success. Key applications include:

A comparative analysis is a side-by-side comparison that systematically compares two or more things to pinpoint their similarities and differences. The focus of the investigation might be conceptual—a particular problem, idea, or theory—or perhaps something more tangible, like two different data sets. For instance, you could use comparative ...

Comparative analysis asks writers to make an argument about the relationship between two or more texts. Beyond that, there's a lot of variation, but three overarching kinds of comparative analysis stand out: Subordinate (A → B) or (B → A): Using a theoretical text (as a "lens") to explain a case study or work of art (e.g., how Anthony Jack ...

What makes a study comparative is not the particular techniques employed but the theoretical orientation and the sources of data. All the tools of the social scientist, including historical analysis, fieldwork, surveys, and aggregate data analysis, can be used to achieve the goals of comparative research. So, there is plenty of room for the ...

His approach, Qualitative Comparative Analysis (QCA), is a configurational or holistic comparative method which considers each case (system, culture) as a complex entity, as a "whole," which needs to be studied in a case-sensitive way. It combines quantitative, variable-based logic and qualitative, case-based interpretation.

Comparative analysis is a multidisciplinary method, which spans a wide cross-section of disciplines (Azarian, 2011).It is the process of comparing multiple units of study for the purpose of scientific discovery and for informing policy decisions (Rogers, 2014).Even though there has been a renewed interest in comparative analysis as a research method over the last decade in fields such as ...

Comparative is a concept that derives from the verb "to compare" (the etymology is Latin comparare, derivation of par = equal, with prefix com-, it is a systematic comparison).Comparative studies are investigations to analyze and evaluate, with quantitative and qualitative methods, a phenomenon and/or facts among different areas, subjects, and/or objects to detect similarities and/or ...

Comparative analysis is a multidisciplinary method, which spans a wide cross-section of disciplines (Azarian, 2011). It is the process of comparing multiple units of study for the purpose of scientific discovery and for informing policy decisions (Rogers, 2014). Even though there has been a renewed interest in comparative analysis as a research ...

Comparative communication research is a combination of substance (specific objects of investigation studied in diferent macro-level contexts) and method (identification of diferences and similarities following established rules and using equivalent concepts).

The Qualitative Comparative Analysis (QCA) methodology has evolved remarkably in social science research. Simultaneously, the use of QCA too often lags behind methodological recommendations of good practice. Improper use is a serious obstacle for QCA to enrich the social science ‑methodology toolkit. We explore whether the coherence of ...

A comparative study is a kind of method that analyzes phenomena and then put them together. to find the points of differentiation and similarity (MokhtarianPour, 2016). A comparative perspective ...

In eHealth evaluation, comparative studies aim to find out whether group differences in eHealth system adoption make a difference in important outcomes. These groups may differ in their composition, the type of system in use, and the setting where they work over a given time duration. The comparisons are to determine whether significant differences exist for some predefined measures between ...

October 31, 2021 by Sociology Group. Comparative analysis is a method that is widely used in social science. It is a method of comparing two or more items with an idea of uncovering and discovering new ideas about them. It often compares and contrasts social structures and processes around the world to grasp general patterns.

This book, by Schneider and Wagemann, provides a comprehensive overview of the basic principles of set theory to model causality and applications of Qualitative Comparative Analysis (QCA), the most developed form of set-theoretic method, for research ac. An introduction to applied data analysis with qualitative comparative analysis.

Qualitative Comparative Analysis (QCA) is a case-based method that enables evaluators to systematically compare cases, identifying key factors which are responsible for the success of an intervention. As a comparative method, QCA doesn't work with a single case - it needs to compare factors at work across

views the comparative method as most appropriate in research on modest and be suggests that studies using the comparative method might often serve as a first Step toward statistical analysis. If at onc Should generally use the statistical (or perhaps even the of the comparative method. But given scarcity of time, energy, and financial the

Another methodology for the analysis of data with complex patterns of variability, with a focus on nested sources of such variability, is multilevel analysis. Comparative research on quality of life can span several levels of analysis, for example, comparing individuals in different organizations, regions, countries, or time points.

The Qualitative Comparative Analysis (QCA) methodology has evolved remarkably in social science research. Simultaneously, the use of QCA too often lags behind methodological recommendations of ...

Describe both sides. Comparative analysis may try to show that one argument or idea is better, but the analysis must cover both sides equally. The analysis shows both sides of the main arguments and claims. For example, to compare the benefits and drawbacks of starting a recycling program, one might examine both the positive effects, such as ...

The following tentative classification of levels of comparative analysis was suggested: (1) comparison of a single problem limited to political systems that are homogeneous in character and operation; (2) comparison of several elements or clusters of elements in relation to political systems that are fairly homogeneous; (3) comparison of ...

Types of Comparative Research There are several methods of doing comparative analysis and Tilly (1984) distinguishes four types of comparative analysis namely: individualizing, universalizing, variation-finding and encompassing (p.82). Adding to the types of comparative analysis, May (1993, as cited in Azarian 2011, p. 117) offers a

This chapter is dedicated to the methodology and methods most frequently used in the comparative research in business. It would be a big mistake to understand a comparative research just as a comparison of the related data. Any comparative analysis is a research that must answer a question or questions asked. ... In the comparative analysis of ...

This research paper conducts a comprehensive comparative analysis of various ML techniques applied to NILM, aiming to identify the most effective methodologies for accurate load disaggregation. The study employs a diverse dataset comprising high-resolution electricity consumption data collected from an Estonian household. ... (ML) methods. This ...

In this study, a comparative analysis of near-surface and surface urban heat islands in the Yangtze River Delta Region is investigated. This study first proposed a spatialization method suitable for air temperature in highly urbanized areas with complex land cover. ... Based on this method, a dataset of 1-km gridded air temperature is developed ...

In contrast to conventional particle accelerators, laser wakefield acceleration (LWFA) has become a practical method for producing ultra-relativistic electron beams within substantially smaller spatial extents. This work aims to conduct a comparative investigation of electron acceleration by employing two different laser pulse patterns, namely Gaussian and cosh-Gaussian. The utilization of ...

In the 1990s, comparative policy analysis (CPA) and comparative analytical studies, as a modern research tradition, joined comparative politics and comparative public administration, using the comparative method (Geva-May et al. 2020: 368).Peters and Fontaine (2020: 29) contend that the comparative method, as outlined by Lijphart, provides various opportunities for scholars of public policy to ...

In Sect. 4, we conduct a comprehensive analysis of how different preprocessing techniques impact the performance of machine learning models, including six Machine Learning algorithms trained on each of the nine possible training sets, and the resulting models were then evaluated using four popular statistical methods: Accuracy, Precision ...