What is the greatest disadvantage with descriptive research methods?

Descriptive research is a type of research that is used to describe the characteristics of a population. It collects data that are used to answer a wide range of what, when, and how questions pertaining to a particular population or group. For example, descriptive studies might be used to answer questions such as: What percentage of Head Start teachers have a bachelor's degree or higher? What is the average reading ability of 5-year-olds when they first enter kindergarten? What kinds of math activities are used in early childhood programs? When do children first receive regular child care from someone other than their parents? When are children with developmental disabilities first diagnosed and when do they first receive services? What factors do programs consider when making decisions about the type of assessments that will be used to assess the skills of the children in their programs? How do the types of services children receive from their early childhood program change as children age?

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Descriptive research does not answer questions about why a certain phenomenon occurs or what the causes are. Answers to such questions are best obtained from randomized and quasi-experimental studies. However, data from descriptive studies can be used to examine the relationships (correlations) among variables. While the findings from correlational analyses are not evidence of causality, they can help to distinguish variables that may be important in explaining a phenomenon from those that are not. Thus, descriptive research is often used to generate hypotheses that should be tested using more rigorous designs.

A variety of data collection methods may be used alone or in combination to answer the types of questions guiding descriptive research. Some of the more common methods include surveys, interviews, observations, case studies, and portfolios. The data collected through these methods can be either quantitative or qualitative. Quantitative data are typically analyzed and presenting using descriptive statistics. Using quantitative data, researchers may describe the characteristics of a sample or population in terms of percentages (e.g., percentage of population that belong to different racial/ethnic groups, percentage of low-income families that receive different government services) or averages (e.g., average household income, average scores of reading, mathematics and language assessments). Quantitative data, such as narrative data collected as part of a case study, may be used to organize, classify, and used to identify patterns of behaviors, attitudes, and other characteristics of groups.

Descriptive studies have an important role in early care and education research. Studies such as the National Survey of Early Care and Education and the National Household Education Surveys Program have greatly increased our knowledge of the supply of and demand for child care in the U.S. The Head Start Family and Child Experiences Survey and the Early Childhood Longitudinal Study Program have provided researchers, policy makers and practitioners with rich information about school readiness skills of children in the U.S.

Each of the methods used to collect descriptive data have their own strengths and limitations. The following are some of the strengths and limitations of descriptive research studies in general.

Strengths:

  • Study participants are questioned or observed in a natural setting (e.g., their homes, child care or educational settings).

  • Study data can be used to identify the prevalence of particular problems and the need for new or additional services to address these problems.

  • Descriptive research may identify areas in need of additional research and relationships between variables that require future study. Descriptive research is often referred to as "hypothesis generating research."

  • Depending on the data collection method used, descriptive studies can generate rich datasets on large and diverse samples.

Limitations:

  • Descriptive studies cannot be used to establish cause and effect relationships.

  • Respondents may not be truthful when answering survey questions or may give socially desirable responses.

  • The choice and wording of questions on a questionnaire may influence the descriptive findings.

  • Depending on the type and size of sample, the findings may not be generalizable or produce an accurate description of the population of interest.

When conducting a study, researchers are generally trying to find an explanation for the existence of a phenomenon. They want to understand “why” the phenomenon occurred. 

However, before you can identify why a phenomenon took place, it is integral to answer other questions first. You need to have answers to the “what”, “when”, “how”, and “where” before you can understand the “why”. This is where descriptive research comes in.

The descriptive research design involves using a range of qualitative and quantitative research methods to collect data that aids in accurately describing a research problem. 

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What is Descriptive Research Design?

Descriptive research design is a type of research design that aims to obtain information to systematically describe a phenomenon, situation, or population. More specifically, it helps answer the what, when, where, and how questions regarding the research problem, rather than the why. 

The descriptive method of research can involve the use of many different kinds of research methods to investigate the variables in question. It predominantly employs quantitative data, although qualitative data is also used sometimes for descriptive purposes. 

It is important to note that in the descriptive method of research, unlike in experimental research, the researcher does not control or manipulate any variables. Instead, the variables are only identified, observed, and measured.

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What are the Characteristics of Descriptive Research Design?

Let’s take a look at the defining characteristics of the descriptive research design:

1. Quantitative in Nature 

Descriptive research involves the collection of quantifiable and systematic data that can be used for the statistical analysis of the research problem. 

2. Uncontrolled Variables

One of the most prominent characteristics of descriptive research is that, unlike in experimental research, the variables are not controlled or manipulated. Instead, they are simply identified, observed, and measured.

3. A Basis for Further Research

The data collected in descriptive research provides a base for further research as it helps obtain a comprehensive understanding of the research question so that it can be answered appropriately. 

4. Cross-sectional Studies

The descriptive method of research is generally carried out through cross-sectional studies. A cross-sectional study is a type of observational study that involves gathering information on a variety of variables at the individual level at a given point in time. 

Example of Descriptive Research Design

To gain a deeper understanding of the descriptive method of research, let’s consider the following example: 

Company XYZ is a girls’ shoe brand, catering to girls specifically between the ages of 4 to 14. 

They want to start selling shoes for boys of the same age group as well and therefore want to gather information on the kind of shoes boys want to wear. They decide to conduct market research & choose the observational method to learn about different shoes boys wear nowadays. 

Naturalistic observation can be conducted by observing the shoes boys wear in schools, malls, playgrounds, and other public spaces. 

This will help company XYZ identify the kind of shoes boys wear nowadays so that they can create the kind of products that will appeal to this audience. 

Why use Descriptive Research Design?

Descriptive research allows researchers to thoroughly investigate the background of a research problem before further research can be carried out. 

There are many different contexts in which the use of a descriptive research design is beneficial, including the following:

The descriptive method of research can be used to measure changes in variables over a period of time, allowing trends to be identified and analyzed. 

2. To Compare Variables

Descriptive research can be used to compare different variables, as well as how different demographics respond to different variables. 

3. To Define the Characteristics of Subjects

It can also be used to determine the different characteristics of the subjects. This can include characteristics such as opinions, traits, behavior, etc. 

4. To Verify or Validate Existing Conditions 

Descriptive research can prove to be a useful tool when trying to test the validity of an existing condition as it involves conducting an in-depth analysis of every variable before drawing conclusions. 

Advantages of Descriptive Research Design

The following are a few advantages of using a descriptive research design: 

1. Multiple Methods of Data Collection

In the descriptive method of research, many different methods of data collection can be used including the case study method, observational method, and the survey method. 

2. Fast and Cost-Effective

As the descriptive research design often employs the use of surveys, data can be collected from a very large sample size in a quick and cost-effective way. 

3. Comprehensive

Descriptive research often employs the use of quantitative and qualitative research in amalgamation, providing a more holistic understanding of the research topic. 

4. External Validity

Results obtained through the descriptive method of research often have high external validity as research is conducted in the respondent’s natural environment and no variables are manipulated.

Disadvantages of Descriptive Research design

The following are a few disadvantages of using a descriptive research design:

1. Cannot Test or Verify the Research Question

The descriptive method of research cannot be used to test or verify the research problem as the data collected does not help explain the cause of the phenomena being studied. 

2. Lack of Reliability

If the research problem isn’t formulated well, then the data collected may not be entirely reliable. This also makes it more tedious to carry out a credible investigation. 

3. Risk of Untrue Responses

Descriptive research relies on the responses of people, especially when conducted using surveys. There may be instances when people provide false responses and this will compromise the validity of the data collected and ultimately the results of the research. 

4. Risk of Sampling Error

The descriptive method of research generally employs random sampling while selecting a sample group. The randomness may lead to sampling error if the sample group isn’t representative of the larger population. Sampling error would lead to unreliable and inaccurate results.

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What are the Different Methods of Descriptive Research Design?

There are three key methods used to carry out descriptive research:

1. Surveys

In survey research, questionnaires or polls are used to collect information on a specific topic from respondents. Surveys should involve a mix of closed-ended and open-ended questions as both have their own advantages. 

Surveys are a cost-effective method of data collection as they can be conducted through a range of digital and non-digital channels such as email, website, and phone surveys. Surveys are commonly used to understand the demographics of a geographical region or to gauge public opinion on social or political subjects. 

They are also popularly used in market research to collect feedback from customers to optimize products and strategies and improve customer experience (CX). Some popular market research surveys are Net Promoter Score (NPS) surveys, brand tracking surveys, and conjoint analysis surveys. 

2. Case Studies 

The case study method involves the in-depth research of individuals or groups of individuals. Case studies involve gathering detailed data on a narrowly defined subject rather than gathering a large volume of data to identify correlations and patterns. 

Therefore, this method is often used to describe the different characteristics of a specific subject rather than to describe generalizable facts. 

Case studies allow researchers to create hypotheses that can widen the scope of evaluation while studying the phenomenon. It is important to note, however, that case studies cannot be used to outline the cause and effect relationship between variables as they cannot make accurate predictions due to the risk of researcher bias.

3. Observations

In this method, researchers observe respondents in their natural environment, from a distance, and therefore do not influence the variables being studied. This allows them to gather information on the behaviors and characteristics being studied, without having to rely on respondents for honest and accurate responses. 

The observational method is considered the most effective method to carry out descriptive research. It involves the collection of both qualitative and quantitative data. Quantitative observations involve collecting data in a numerical form while qualitative observations do not monitor numerical measurements. 

Quantitative observation should be related to or understood in terms of quantity and can be analyzed with the use of statistical data analysis methods. A few examples of quantitative observations include age, weight, height, etc. 

Qualitative observations, on the other hand, involve the monitoring of variables whose values do not need to be related to numerical measurements. 

When employing this method of research, the researcher can either choose to be a complete observer, an observer as a participant, a participant as an observer, or a full participant. 

The observational method is generally used in psychological research, social research, and market research to obtain data that provides an understanding of how people behave in real-life settings. 

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Types of Descriptive Research Design Surveys?

The following are the different types of descriptive survey studies:

1. Census Survey

A census survey is a kind of survey where information is gathered from all units of a population. Data collected through a census study is highly generalizable to the population as all, or most, units of the population are sampled. 

2. Sample Survey 

A sample survey involves gathering information from a small subgroup of the entire population. When selecting a sample, the aim is to select a group of individuals that can represent the target population so that the data collected can be generalized to the larger population. Sample groups allow research to be conducted in a fast and cost-effective way. 

3. Cross-Sectional Survey 

Cross-sectional surveys are a kind of survey where standardized data is collected from a cross-section of the pre-determined population at a given point in time. There are two main types of cross-sectional surveys; those with a single variable, and those with two or more variables. 

4. Longitudinal Survey

Longitudinal surveys are used in longitudinal studies where the same variables are observed over a long period of time. This allows researchers to investigate the status of variables at different points in time. There are three main types of longitudinal studies; trend studies, panel studies, and cohort studies.

5. Comparative Survey

Comparative surveys are used to compare the status of two or more variables. The variables are compared using specific criteria that must be delineated as criterion variables. 

6. Evaluative Survey

An evaluative survey is generally used to evaluate a program, policy, or curriculum. It involves gathering information that can be used to rate the effectiveness and worthwhileness of a program or policy or institution. 

7. Documentary Survey

A documentary survey involves gathering and analyzing information using pre-existing data that is already available. This data can take the form of research papers, review articles, books, official records, etc. In documentary studies, the researcher evaluates the available literature on the research topic. 

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Steps to Conduct a Descriptive Research Design Study

Use the following steps to conduct a study using the descriptive method of research:

Step-1: Outline the Research Problem

The first step in conducting descriptive research is to clearly outline the statement of your research problem. In this step, you must ensure that the data you need to gather to answer your research problem can be gathered at present. 

Additionally, you must also determine the type(s) of surveys that will be best suited to answer your question. This can include survey types such as descriptive, comparative, and evaluative studies. 

Step-2: Outline the Objectives of the Study

The next step is to identify and outline the objectives of your research, and then translate these objectives into criteria of investigation. You must clearly identify the different issues and questions in the context of which the knowledge of the situation must be surveyed. 

This must be framed in the form of objectives. Once you’ve clearly stated your criteria and objectives, you must also specify the nature of data that must be gathered. 

Step-3: Determine the Tools and Techniques to be used for Data Collection

In this step, you must determine the tools you will employ for the data collection process. Some examples of different tools that can be used are interviews, questionnaires, observation schedules, reaction scales, etc. 

In this stage, you will have to identify which tools and techniques are relevant and valid to your study. 

Step-4: Define​​ Target Population and Sample Group

In the fourth step, you will have to outline your target population. The target population is the group of individuals that you are examining in your research study. Additionally, unless you are conducting a census study and therefore collecting data from the entire population, you must also select a sample group.

There are many different sampling methods that can be used to select a sample group. You can read about different sampling methods in our article.

It is important to select a method of sampling that will help you obtain a sample group that is representative of your target population.

Step-5: Select a Method for Data Collection

In the data collection stage, you must have a clear plan of how your data will be collected. This involves clearly outlining the type of data you require, the tools that will be used to gather it, the level of training required by researchers to collect the data, the time required for data collection and fieldwork, and so on. 

There are many different data collection techniques, and each one can be administered in multiple different ways. You must select the technique(s) that will be best suited to answer your research question. 

As you collect data, keep your research question and your objectives in mind, and aim to gather authentic and objective data without any personal bias. 

Step-6: Analyse the Data Collected

Once you’ve collected your data, you reach the sixth stage of descriptive research: data analysis. In this stage, you will have to evaluate all the data collected from all your different sources, quantify and qualify them, and then categorize them component-wise. 

If you are working with both, quantitative and qualitative data, you must employ a range of different quantitative and qualitative techniques of analysis to analyze the data collected. 

Step-7: Write the Report

The final step of survey research involves writing the report. As survey research involves working with extensive data, it is important that you keep in mind the focus of the investigation. The report must be precise and objective-oriented.

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What is disadvantage of descriptive research?

Limitations: Descriptive studies cannot be used to establish cause and effect relationships. Respondents may not be truthful when answering survey questions or may give socially desirable responses. The choice and wording of questions on a questionnaire may influence the descriptive findings.

What is perhaps the greatest disadvantage or limitation associated with descriptive research methods?

since researchers cannot control variables of interest, conclusions concerning cause and effect relationships are not appropriate. it cannot be used to study some research questions for practical or ethical reasons.

Which of the following is a key disadvantage of the descriptive correlational research method?

The majour disadvantage of correlational research is that it cannot find cause-effect relationships between two variables.

What is the greatest disadvantage of correlation?

An important limitation of correlational research designs is that they cannot be used to draw conclusions about the causal relationships among the measured variables.