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  1. Management Sciences for Health
    https://msh.org/wp-content/uploads/2013/04/mds3-ch20-quantifying-mar2012.pdf
    [PDF]

    chapter 20 Quantifying pharmaceutical requirements

    • Quantification is the first step in the procurement pro-cess (see Chapter 18). In general terms, quantification is the process used to determine how much of a product is required for the purpose of procureme… See more

    20.1 Methods of quantification

    Quantification is the first step in the procurement pro-cess (see Chapter 18). In general terms, … See more

    Management Science…
    Relative predictive accuracy of quantification methods

    Quantification of pharmaceutical requirements is inher-ently imprecise because of the many variables involved. Useful results depend as much on “art,” or human jud… See more

    Management Sciences for Health
    20.2 Applications of quantification

    Quantification is normally applied for— Calculating order quantities for procurement: Formal quantification may be necessary before each scheduled procureme… See more

    Management Sciences for Health
    Developing procurement quantities for scaling-up programs:

    Scaling up is the term used to describe an incremental increase or growth in the number of patients being treated over a period of time. Patient-months can be used to estimate … See more

    Management Sciences for Health
    20.3 Issues to consider in quantification

    Several issues must be addressed in any quantification pro-cess— Preparing an action plan for quantification Using centralized or decentralized quantification Using man… See more

    Management Sciences for Health
    What is quantitative method?
    The quantitative method is a research approach that emphasizes using numerical measurements and statistical analysis to understand phenomena. This method involves collecting data that can be quantified and subjecting it to various statistical techniques to test hypotheses or explore relationships between variables.
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    Table of Contents
    20.1 Methods of quantification
    Relative predictive accuracy of quantification methods
    20.2 Applications of quantification
    Developing procurement quantities for scaling-up programs:
    20.3 Issues to consider in quantification
    What is quantitative method?
     

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  2. Quantification methods can be used for descriptive, correlational or experimental research1. The main variants of quantification are2:
    • Binary quantification, corresponding to the case in which there are only two classes.
    • Single-label multiclass quantification, corresponding to the case in which there are multiple classes.
    • Ordinal quantification, corresponding to the single-label multiclass case in which a total order is defined on the set of classes.
    • Regression quantification, a task which stands to standard quantification as regression stands to classification.
    Learn more:
    You can use quantitative research methods for descriptive, correlational or experimental research. In descriptive research, you simply seek an overall summary of your study variables. In correlational research, you investigate relationships between your study variables.

    What Is Quantitative Research? | Definiti…

    www.scribbr.com/methodology/quantitative-research/

    The main variants of quantification, according to the characteristics of the set of classes used, are:

    • Binary quantification, corresponding to the case in which there are only ...

    Quantification (machine learning) - Wikip…

    en.wikipedia.org/wiki/Quantification_(machine_lear…
     
  3. ResearchMethod.net
    https://researchmethod.net/quantitative-re…

    Quantitative Research - Methods, Types and Analysis

    Mar 26, 2024 · Quantitative research is a research approach that seeks to quantify data and generalize results from a sample to a larger population. It relies on structured data collection methods and employs statistical analysis to …

     
  4. Scribbr
    https://www.scribbr.com/methodology/qua…

    What Is Quantitative Research? | Definition, Uses

    Jun 12, 2020 · Quantitative research is the process of collecting and analyzing numerical data. It can be used to find patterns and averages, make predictions, test causal relationships, and generalize results to wider populations.

  5. News-Medical.net
    https://www.news-medical.net/life-science…

    An Overview of Protein Quantification Methods - News …

    Dec 17, 2020 · In any study which seeks to isolate, purify, characterize, and analyze protein samples, protein quantification should always be part of the researcher’s toolkit. The techniques used are identical...

  6. Research Guides at University of Southern California
    https://libguides.usc.edu/writingguide/quantitative

    Quantitative Methods - Organizing Your Social Sciences …

  8. SAGE Journals
    https://journals.sagepub.com/doi/full/10.11…

    What Is Quantitative Research? An Overview and …

    Aug 1, 2024 · In terms of method, quantitative research commonly uses statistical software, mathematical models, and computational algorithms to analyze data. Such tools enable an efficient evaluation of large datasets, allowing …

  9. Wikipedia
    https://en.wikipedia.org/wiki/Quantitative_r…

    Quantitative research - Wikipedia

    Quantitative research is a research strategy that focuses on quantifying the collection and analysis of data. [1] It is formed from a deductive approach where emphasis is placed on the testing of theory, shaped by empiricist and positivist …

  10. ResearchMethod.net
    https://researchmethod.net/quantitative-data

    Quantitative Data – Types, Methods and Examples

  11. Simplilearn
    https://www.simplilearn.com/quantitative-…

    Quantitative Methods: A Complete Overview

    Apr 26, 2024 · Quantitative methods offer a robust framework for analyzing and interpreting data across various disciplines. From enhancing business decision-making processes to advancing scientific research, these techniques …

  12. QuillBot
    https://quillbot.com/blog/research/quantitative-research

    Quantitative Research | Definition, Methods & Examples - QuillBot

  13. McGill University
    https://www.mcgill.ca/sociology/files/sociology/2008_--_qunatification.pdf
    [PDF]

    QUANTIFICATION - McGill University

  14. Scribbr
    https://www.scribbr.com/methodology/qualitative-quantitative-research

    Qualitative vs. Quantitative Research | Differences, Examples

  15. Coursera
    https://www.coursera.org/learn/quantitative-methods

    Quantitative Methods - Coursera

    In this first module we'll consider the basic principles of the scientific method, its history and its philosophies. But before we start talking methods, I'll give you a broad sense of what the course is about and how it's organized. Are you new …

  16. QuestionPro
    https://www.questionpro.com/blog/quantitative-research

    Quantitative Research: What It Is, Types & Methods - QuestionPro

  17. Simply Psychology
    https://www.simplypsychology.org/qualitative-quantitative.html

    Qualitative vs Quantitative Research: What's the Difference?

  18. Springer
    https://link.springer.com/referenceworkentry/10...

    Quantitative Methods - SpringerLink

  19. ideascale.com
    https://ideascale.com/blog/what-is-quantitative-research

    What is Quantitative Research? Definition, Examples, Key

  20. Bitesize Bio
    https://bitesizebio.com/23824

    Top 5 Protein Quantification Assays - Bitesize Bio

  21. Addgene Blog
    https://blog.addgene.org/five-methods-for-quantifying-dna

    Quantifying DNA? Here are Five DNA Quantification Methods to …

  22. Sage Research Methods
    https://methods.sagepub.com/.../chpt/quantitative-techniques

    Sage Research Methods - Social Research: Theory, Methods …

  23. Nature
    https://www.nature.com/articles/srep24067

    Comparison of DNA Quantification Methods for Next Generation …

  24. Wiley Online Library
    https://onlinelibrary.wiley.com/doi/10.1002/9783527845279.ch1

    Quantification - Quantification, Validation and Uncertainty in ...

  25. Harvard T.H. Chan School of Public Health
    https://hsph.harvard.edu/program/mph-quantitative-methods

    Master of Public Health – Quantitative Methods - Harvard T.H.

  26. Food and Drug Administration (.gov)
    https://www.fda.gov/medical-devices/medical-device...

    Evaluation Methods for AI-Enabled Medical Devices

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