Experimental Design Principles

Experimental research designs, which can otherwise be called hypothesis-testing research designs, were originally made by R.A. Fisher in agricultural research in England. Experimental designs are generally used in experimental studies where hypo these are tested. Experimental designs are now used in almost all the areas of scientific studies. Professor Fisher has enumerated three principles of experimental designs: 1. The principle of replication: The experiment should be reaped more than once. Thus, each treatment is applied in many experimental units instead of one. By doing so, the statistical accuracy of the experiments is increased. For example, suppose we are to examine the effect of two varieties of rice. For this purpose we may divide the field into two parts and grow one variety in one part and the other variety in the other part. We can compare the yield of the two parts and draw conclusion on that basis. But if Continue reading

Data Analysis in Research Methodology

After data are obtained are obtained through questionnaire, interviews, observation or through secondary sources, they need to be edited. The blank responses, if any, have to be handled in some way, the data coded, and categorizing scheme has to be set up. The data will then have to be keyed in, and some software program used to analyze them. Editing Data have to be edited, especially when they relate to responses to open-ended questions of interviews and questionnaires, or unstructured observations. In other words, information that may have been noted down by the interviewer, observer, or researcher in a hurry must be clearly deciphered so that it may be coded systematically in its entirety. Lack of clarity at this stage will result later in confusion. The edited data should be identifiable through the use of a different color pencil or ink so that original information is still available in case Continue reading

Documentary Sources of Information in Research

The documentary source is an important source of information for a researcher. A document is anything in writing a record, files or diaries, published or unpublished which can be extracted and used in research. It is a very valuable source of information for a research either in management or in social sciences. It may comprise office files, business and legal papers, biographies, official and unofficial records, letters, proceedings of any courts, committees, societies, Assemblies, and Parliaments, enactments, constitution, reports of surveys, or research of commissions, official statistics, newspaper editorials, special articles, company news, cases or company directors’ reports, etc. Documentation is the process of collecting and extracting the documents which are relevant to research. Documents may be classified into: Personal documents; Company documents; Consultants’ report and published materials; and Public documents. Personal documents are those that are written by or on behalf of individuals. They may include autobiographies, biographies, diaries, Continue reading

Classification and Tabulation of Data in Research

Classification is the way of arranging the data in different classes in order to give a definite form and a coherent structure to the data collected, facilitating their use in the most systematic and effective manner. It is the process of grouping the statistical data under various understandable homogeneous groups for the purpose of convenient interpretation. A uniformity of attributes is the basis criterion for classification; and the grouping of data is made according to similarity. Classification becomes necessary when there is diversity in the data collected for meaningful presentation and analysis. However, in respect of homogeneous presentation of data, classification may be unnecessary. Objectives of classification of data: To group heterogeneous data under the homogeneous group of common characteristics; To facility similarity of various group; To facilitate effective comparison; To present complex, haphazard and scattered dates in a concise, logical, homogeneous, and intelligible form; To maintain clarity and simplicity Continue reading

Experimental Research Design

Experimental research design, which can otherwise be called hypothesis-testing research design, were originally made by R.A. Fisher in agricultural research in England. Experimental research design is generally used in experimental studies where hypotheses are tested. Experimental research design is now used in almost all the areas of scientific studies. The principles of experimental research design which Fisher prescribed are, viz.: (a) the principle of replication, (b) principle of randomization, and (c) the principle of local control. The principle of replication suggests that the experiment must be repeated also that the treatment is applied in many experimental units. This increases the statistical accuracy of the experiments. The principle of randomization indicating that the variations resulted by extraneous factors can be brought under “chance”. The principle of local control indicates that the extraneous factor is allowed to vary deliberately over a wide range so that the variability it causes can be measured Continue reading

Contents and Layout of Research Report

Contents of  Research  Report The researcher must keep in mind that his research report must contain following aspects: Purpose of study Significance of his study or statement of the problem Review of literature Methodology Interpretation of data Conclusions and suggestions Bibliography Appendices These can be discussed in detail as under: (1) Purpose of study: Research is one direction oriented study. He should discuss the problem of his study. He must give background of the problem. He must lay down his hypothesis of the study. Hypothesis is the statement indicating the nature of the problem. He should be able to collect data, analyze it and prove the hypothesis. The importance of the problem for the advancement of knowledge or removed of some evil may also be explained. He must use review of literature or the data from secondary source for explaining the statement of the problems. (2) Significance of study: Research Continue reading

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