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Editing a questionnaire is one of the most crucial steps in the research process, especially in management decision-making, where the quality of collected data directly influences the accuracy of decisions. Questionnaire editing refers to the process of reviewing and checking the completed questionnaires for consistency, completeness, accuracy, and clarity before the data is coded and analyzed. It acts as a quality control mechanism that ensures errors, ambiguities, and biases are minimized in the data set. Without proper editing, the collected data may contain gaps, duplication, or inconsistencies that could distort the research findings and mislead managers into making incorrect decisions. In the context of management research, questionnaires are widely used in surveys to gather primary data from employees, customers, suppliers, and other stakeholders. For example, a researcher studying employee job satisfaction may design a questionnaire on aspects such as pay, work environment, leadership, and growth opportunities. However, respondents may skip questions, provide contradictory responses, or make illegible marks, all of which require careful editing before data entry. Thus, editing a questionnaire ensures the information is usable and aligned with research objectives. Editing can be carried out in two stages: field editing and central office editing. Field editing is done immediately after the questionnaire is filled by the respondent, usually by the field investigator, while central office editing is a more detailed scrutiny performed by trained editors once the questionnaires are returned to the research headquarters. Field editing focuses on correcting obvious errors while the information is still fresh in the investigator’s mind. For example, if a respondent skips a question about monthly income but verbally mentions it during the interview, the investigator can fill it in. Similarly, illegible handwriting can be clarified instantly by asking the respondent again. Central office editing, on the other hand, ensures logical consistency and checks the questionnaire against coding requirements. For instance, if a respondent claims to be unemployed but later indicates a monthly salary, the editor has to resolve this inconsistency. While editing a questionnaire, the researcher must take certain precautions to ensure reliability and validity _________ _______ _______ _____ ____.
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