On Methods: What’s the difference between qualitative and quantitative approaches?
Editors Note: We are very fortunate to have Adar Ben-Eliyahu, Ph.D. our new Methods Editor, sharing with us her considerable expertise on research methods. Dr. Ben-Eliyahu completed her doctorate in developmental psychology at Duke University, where she honed very strong skills in methods. She is currently a MacArthur Foundation Postdoctoral Fellow at the Center for Evidence-Based Mentoring at the University of Massachusetts in Boston. Prior to arriving at Boston, Dr. Ben-Eliyahu was a post-doc in the Activation Lab at the Learning Research & Development Center at the University of Pittsburgh. Enjoy!
Understanding different types of research:
What’s the difference between qualitative and quantitative approaches?
Adar Ben-Eliyahu, Ph.D.
In the world of research, there are two general approaches to gathering and reporting information: qualitative and quantitative approaches. The qualitative approach to research is focused on understanding a phenomenon from a closer perspective. The quantitative approach tends to approximate phenomena from a larger number of individuals using survey methods. In this research corner, I describe methods that are generally used in each strand of research. Each approach has its benefits and detriments, and is more suitable to answering certain kinds of questions.
The qualitative approach to gathering information focuses on describing a phenomenon in a deep comprehensive manner. This is generally done in interviews, open-ended questions, or focus groups. In most cases, a small number of participants participate in this type of research, because to carry out such a research endeavor requires many resources and much time. Interviews can vary from being highly structured and guided by open-ended questions, or be less structured and take the form of a conversational interview. Because of the investment in this type of research and the relatively few number of participants, findings from qualitative research cannot be generalized to the whole population. However, such research serves as a spring board for larger studies and deeper understanding that can inform theory, practice, and specific situations.
Example from youth mentoring research:
Ahrens, DuBois, Garrison, Spencer, Richardson, & Lozano (2011) used semi-structured interviews to outline themes of mentor characteristics and factors that youth perceive to influence mentor relationships. They spoke with participants on the phone and asked them open-ended questions. In identifying barriers and facilitators for relationship initiation and maintenance, Ahrens et al. provide important points of inquiry to be used in a larger scale survey-based research. One of the cautions in using qualitative approaches is that the findings apply only to this small group of 23 individuals. This research was crucial in providing evidence that these factors should be examined and further elaborated through quantitative methods prior to making any wide-range recommendation. (Click to read a summary of this study HERE).
Benefits of the qualitative approach:
Using open-ended questions and interviews allows researchers and practitioners to understand how individuals are doing, what their experiences are, and recognize important antecedents and outcomes of interest that might not surface when surveyed with pre-determined questions. Although qualitative research can be thought of as anecdotal, when pooled across a number of participants it provides a conceptual understanding and evidence that certain phenomena are occurring with particular groups or individuals.
- Allows identification of new and untouched phenomena
- Can provide a deeper understanding of mechanisms
- Gives a one-on-one and anecdotal information
- Provides verbal information that may sometimes be converted to numerical form
- May reveal information that would not be identified through pre-determined survey questions
- Cannot generalize to the general population
- Challenges in applying statistical methods
- Difficulty in assessing relations between characteristics
The quantitative approach to gathering information focuses on describing a phenomenon across a larger number of participants thereby providing the possibility of summarizing characteristics across groups or relationships. This approach surveys a large number of individuals and applies statistical techniques to recognize overall patterns in the relations of processes. Importantly, the use of surveys can be done across groups. For example, the same survey can be used with a group of mentors that is receiving training (often called the intervention or experimental groups) and a group of mentors who does not receive such a training (a control group). It is then possible to compare these two groups on outcomes of interest, and determine what influence the training had. It is also relatively easy to survey people a number of times, thereby allowing the conclusion that a certain features (like matching) influence specific outcomes (well-being or achievement later in life).
Example from youth mentoring research:
Grossman and Rhodes (2002) examined duration of matched relationships in over 1,100 Big Brothers Big Sisters mentor-mentee matches. Because the information they used was survey-based and numerical, they were able to employ statistical techniques examining how duration of match was related to different outcomes of interest.
In using a variety of statistical techniques, they concluded that “youth who were in [matched mentoring] relationships that lasted a year or longer reported improvements in academic, psychosocial, and behavioral outcomes” (p. 213). If Grossman and Rhodes had not used survey-based quantitative research, they would not have had such a large sample of matches and therefore could not generalize to matches in general. In addition, with a smaller number of participants, it is challenging to apply some statistical techniques to examine emerging patterns across such a large group of mentored matches. The current rule of thumb to using complex statistical modeling is that you need a sample of at least 130 participants. However, for more complex modeling that controls for characteristics, a larger pool of participants is needed.
Benefits of the quantitative approach:
Using survey methods across a large group of individuals enables generalization. For example, if policy makers wanted to instantiate a policy about mentor training, they would likely require some evidence that this training actually works. Interviewing a few individuals, or conducting a focus group with forty matches, might be reflective of specific cases in which the mentoring training worked, however, it would not provide strong evidence that such training is beneficial overall. Stronger support for successful training would be evident if using quantitative methods.
- Enables gathering information from a relatively large number of participant
- Can conduct in a number of groups, allowing for comparison
- Allows generalizing to broader population
- Provides numerical or rating information
- Informative for instantiating policy or guidelines
- Lends to statistical techniques that allow determining relations between variables
- Difficulty in recognizing new and untouched phenomena
- Caution in interpretation without a control group
In summary, the qualitative and quantitative approaches to research allow a different perspective of situations or phenomena. These two main approaches to research are highly informative, especially if used in combination. Each approach has its benefits and detriments, and being aware of the methods used to gather information can help practitioners and policy-makers understand the extent to which research findings can be applied.
More straightforward explanations to essential research concepts & terms:
Posted in: Content for Researchers & Academics, Research from Related Fields
Among the different branches of chemistry, analytical chemistry is a science that deals with means of measuring the chemical composition of natural and artificial materials. The techniques of this science are used to separate and identify the substances which may be present in a material and determine the exact amounts (quantify) of the identified substances via various modern techniques such as spectroscopy, chromatography, etc. and/or also through classical means. For the study purpose, species can be analyzed in two ways - qualitative analysis and quantitative analysis in analytical chemistry:
1) Qualitative: - This provides information about the identity of an atomic, molecular, or bimolecular species, which means it identifies analytes.
2) Quantitative: - This provides numerical information as to the relative amounts of species,
which means numerical amount or concentration can be known by doing qualitative analysis.
Analytical chemistry consists of broadly classical and instrumental methods of analysis.
In the classical qualitative approach, we use separation techniques such as precipitation, extraction, and distillation. In this case, identification may be based on difference in color, odor, melting point, boiling point, radioactivity, or reactivity. Thus, the individual judgment is very important as seen by the naked eye as well.
In classical quantitative approach, we make an analysis by measuring mass or volume changes in order to quantify amount.
Instrumental methods may be used to separate samples using chromatography, electrophorus, or field flow fractionation. In the instrumental method, both qualitative and quantitative analysis can be performed with the same instrument which can separate, identify and even quantify an analyte or species under examination.
The role of analytical chemistry and chemists: According to Friedrich Wilhelm Ostwald(1894): “Analytical chemistry, or the art of recognizing different substances and determining their constituents, takes a prominent position among the applications of science, since the questions which it enables us to answer arise wherever chemical processes are employed for scientific or chemical purposes.” (http://www.csudh.edu/oliver/che230/textbook/ch01.htm).
Analytical chemists work to improve the reliability of existing techniques. They adopt proven methodologies to new kinds of materials or to answer new questions about their composition. They work to discover completely new principles of measurements & are at the forefront of the utilization of major discoveries for practical purposes.
Applications: This science is applied in various fields; the following are given as examples:
Clinical analytical chemistry: In a clinic this science is used to make analysis of blood or urine,
Quality control: As an example, this science can be used for comparison of DNA codes.
Environmental Analytical chemistry: This science is the applied science in environmental engineering or science in such things as analysis of the heavy metals in soil.
This science is also widely adopted in the medicine industry and environmental food and agriculture forensics.
Techniques in chemical analysis: For the analysis of species there are various techniques. Some examples are separation techniques such as are utilized in chromatography, spectroscopic techniques, mass spectrometry, electrochemical techniques, microscopic, and surface techniques.
In an undergraduate course in analytical chemistry, the basic subject is covered and has limited study. The information provided here is for a specialized subject in a master’s program which is studied all over the world.
Students can get additional help in the subject matter from the following online open course site http://nptel.ac.in/courses/104104066/ as well as wikipedia.org and MIT open courseware site.
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