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  <Article>
    <Journal>
      <PublisherName>ijesm</PublisherName>
      <JournalTitle>International Journal of Engineering, Science and</JournalTitle>
      <PISSN>I</PISSN>
      <EISSN>S</EISSN>
      <Volume-Issue>volume 14,issue 4,</Volume-Issue>
      <PartNumber/>
      <IssueTopic>Multidisciplinary</IssueTopic>
      <IssueLanguage>English</IssueLanguage>
      <Season>April 2025</Season>
      <SpecialIssue>N</SpecialIssue>
      <SupplementaryIssue>N</SupplementaryIssue>
      <IssueOA>Y</IssueOA>
      <PubDate>
        <Year>2025</Year>
        <Month>04</Month>
        <Day>3</Day>
      </PubDate>
      <ArticleType>Engineering, Science and Mathematics</ArticleType>
      <ArticleTitle>A STUDY ON HOW TO PREFER A SAMPLING PROCEDURE AND EMPHASIZE SAMPLE SIZE FOR SCIENTIFIC INVESTIGATION</ArticleTitle>
      <SubTitle/>
      <ArticleLanguage>English</ArticleLanguage>
      <ArticleOA>Y</ArticleOA>
      <FirstPage>1</FirstPage>
      <LastPage>16</LastPage>
      <AuthorList>
        <Author>
          <FirstName>Vivek Kumar</FirstName>
          <LastName>Chauhan1</LastName>
          <AuthorLanguage>English</AuthorLanguage>
          <Affiliation/>
          <CorrespondingAuthor>N</CorrespondingAuthor>
          <ORCID/>
          <FirstName>  Vikas</FirstName>
          <LastName>Tyagi1</LastName>
          <AuthorLanguage>English</AuthorLanguage>
          <Affiliation/>
          <CorrespondingAuthor>Y</CorrespondingAuthor>
          <ORCID/>
          <FirstName>  Arun Kumar Bharti1</FirstName>
          <LastName/>
          <AuthorLanguage>English</AuthorLanguage>
          <Affiliation/>
          <CorrespondingAuthor>Y</CorrespondingAuthor>
          <ORCID/>
          <FirstName>Pradeep</FirstName>
          <LastName>Chaudhary2</LastName>
          <AuthorLanguage>English</AuthorLanguage>
          <Affiliation/>
          <CorrespondingAuthor>Y</CorrespondingAuthor>
          <ORCID/>
        </Author>
      </AuthorList>
      <DOI/>
      <Abstract>An Adequate sampling procedure with precise and emphasizing the sample size the combination of various dynamic selective process which is absolutely vital for any scientific investigation. It is perspicuous that these approach and give outcomes would greatly influence the inclusion and exclusion criteria and the overall generalizability of the investigation locate. This paper has provide systematically transformed the instruction on sampling procedures and determine the sample size, Hence giving the sufficient documentation that will be fruitful in help of the experimenter to furnish the authenticity and gives the statistical power of the scientific cause. Probability sampling is the only can assure the hypothesize the representative sample while non-probability sampling is fruitful in exploratory circumstances. Another significant method that emphasize the optimal sample size. While among distinctive creature has to take into the description of total population size, effective proportion methods, statistical power, confidence level, margin inaccuracy. The paper provides both theoretical instruction and applied tools that experimenter compulsion in choosing the proper techniques for sampling and authenticate sample size procedures for sampling and authenticate procedure for sample size calculation. In aggregate, such a paper sets the criterion for best tendency in research procedures that will prompt the reliability, credibility and empirical and scientific investigation across the distinctive investigation.</Abstract>
      <AbstractLanguage>English</AbstractLanguage>
      <Keywords>Sample size, Effect Size, Margin Error, Qualitative investigation.</Keywords>
      <URLs>
        <Abstract>https://ijesm.co.in/ubijournal-v1copy/journals/abstract.php?article_id=15647&amp;title=A STUDY ON HOW TO PREFER A SAMPLING PROCEDURE AND EMPHASIZE SAMPLE SIZE FOR SCIENTIFIC INVESTIGATION</Abstract>
      </URLs>
      <References>
        <ReferencesarticleTitle>References</ReferencesarticleTitle>
        <ReferencesfirstPage>16</ReferencesfirstPage>
        <ReferenceslastPage>19</ReferenceslastPage>
        <References/>
      </References>
    </Journal>
  </Article>
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