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Formulation of hypothesis and testing
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How to Develop a Good Research Hypothesis
The story of a research study begins by asking a question. Researchers all around the globe are asking curious questions and formulating research hypothesis. However, whether the research study provides an effective conclusion depends on how well one develops a good research hypothesis. Research hypothesis examples could help researchers get an idea as to how to write a good research hypothesis.
This blog will help you understand what is a research hypothesis, its characteristics and, how to formulate a research hypothesis
Table of Contents
What is Hypothesis?
Hypothesis is an assumption or an idea proposed for the sake of argument so that it can be tested. It is a precise, testable statement of what the researchers predict will be outcome of the study. Hypothesis usually involves proposing a relationship between two variables: the independent variable (what the researchers change) and the dependent variable (what the research measures).
What is a Research Hypothesis?
Research hypothesis is a statement that introduces a research question and proposes an expected result. It is an integral part of the scientific method that forms the basis of scientific experiments. Therefore, you need to be careful and thorough when building your research hypothesis. A minor flaw in the construction of your hypothesis could have an adverse effect on your experiment. In research, there is a convention that the hypothesis is written in two forms, the null hypothesis, and the alternative hypothesis (called the experimental hypothesis when the method of investigation is an experiment).
Characteristics of a Good Research Hypothesis
As the hypothesis is specific, there is a testable prediction about what you expect to happen in a study. You may consider drawing hypothesis from previously published research based on the theory.
A good research hypothesis involves more effort than just a guess. In particular, your hypothesis may begin with a question that could be further explored through background research.
To help you formulate a promising research hypothesis, you should ask yourself the following questions:
- Is the language clear and focused?
- What is the relationship between your hypothesis and your research topic?
- Is your hypothesis testable? If yes, then how?
- What are the possible explanations that you might want to explore?
- Does your hypothesis include both an independent and dependent variable?
- Can you manipulate your variables without hampering the ethical standards?
- Does your research predict the relationship and outcome?
- Is your research simple and concise (avoids wordiness)?
- Is it clear with no ambiguity or assumptions about the readers’ knowledge
- Is your research observable and testable results?
- Is it relevant and specific to the research question or problem?
The questions listed above can be used as a checklist to make sure your hypothesis is based on a solid foundation. Furthermore, it can help you identify weaknesses in your hypothesis and revise it if necessary.
Source: Educational Hub
How to formulate a research hypothesis.
A testable hypothesis is not a simple statement. It is rather an intricate statement that needs to offer a clear introduction to a scientific experiment, its intentions, and the possible outcomes. However, there are some important things to consider when building a compelling hypothesis.
1. State the problem that you are trying to solve.
Make sure that the hypothesis clearly defines the topic and the focus of the experiment.
2. Try to write the hypothesis as an if-then statement.
Follow this template: If a specific action is taken, then a certain outcome is expected.
3. Define the variables
Independent variables are the ones that are manipulated, controlled, or changed. Independent variables are isolated from other factors of the study.
Dependent variables , as the name suggests are dependent on other factors of the study. They are influenced by the change in independent variable.
4. Scrutinize the hypothesis
Evaluate assumptions, predictions, and evidence rigorously to refine your understanding.
Types of Research Hypothesis
The types of research hypothesis are stated below:
1. Simple Hypothesis
It predicts the relationship between a single dependent variable and a single independent variable.
2. Complex Hypothesis
It predicts the relationship between two or more independent and dependent variables.
3. Directional Hypothesis
It specifies the expected direction to be followed to determine the relationship between variables and is derived from theory. Furthermore, it implies the researcher’s intellectual commitment to a particular outcome.
4. Non-directional Hypothesis
It does not predict the exact direction or nature of the relationship between the two variables. The non-directional hypothesis is used when there is no theory involved or when findings contradict previous research.
5. Associative and Causal Hypothesis
The associative hypothesis defines interdependency between variables. A change in one variable results in the change of the other variable. On the other hand, the causal hypothesis proposes an effect on the dependent due to manipulation of the independent variable.
6. Null Hypothesis
Null hypothesis states a negative statement to support the researcher’s findings that there is no relationship between two variables. There will be no changes in the dependent variable due the manipulation of the independent variable. Furthermore, it states results are due to chance and are not significant in terms of supporting the idea being investigated.
7. Alternative Hypothesis
It states that there is a relationship between the two variables of the study and that the results are significant to the research topic. An experimental hypothesis predicts what changes will take place in the dependent variable when the independent variable is manipulated. Also, it states that the results are not due to chance and that they are significant in terms of supporting the theory being investigated.
Research Hypothesis Examples of Independent and Dependent Variables
Research Hypothesis Example 1 The greater number of coal plants in a region (independent variable) increases water pollution (dependent variable). If you change the independent variable (building more coal factories), it will change the dependent variable (amount of water pollution).
Research Hypothesis Example 2 What is the effect of diet or regular soda (independent variable) on blood sugar levels (dependent variable)? If you change the independent variable (the type of soda you consume), it will change the dependent variable (blood sugar levels)
You should not ignore the importance of the above steps. The validity of your experiment and its results rely on a robust testable hypothesis. Developing a strong testable hypothesis has few advantages, it compels us to think intensely and specifically about the outcomes of a study. Consequently, it enables us to understand the implication of the question and the different variables involved in the study. Furthermore, it helps us to make precise predictions based on prior research. Hence, forming a hypothesis would be of great value to the research. Here are some good examples of testable hypotheses.
More importantly, you need to build a robust testable research hypothesis for your scientific experiments. A testable hypothesis is a hypothesis that can be proved or disproved as a result of experimentation.
Importance of a Testable Hypothesis
To devise and perform an experiment using scientific method, you need to make sure that your hypothesis is testable. To be considered testable, some essential criteria must be met:
- There must be a possibility to prove that the hypothesis is true.
- There must be a possibility to prove that the hypothesis is false.
- The results of the hypothesis must be reproducible.
Without these criteria, the hypothesis and the results will be vague. As a result, the experiment will not prove or disprove anything significant.
What are your experiences with building hypotheses for scientific experiments? What challenges did you face? How did you overcome these challenges? Please share your thoughts with us in the comments section.
Frequently Asked Questions
The steps to write a research hypothesis are: 1. Stating the problem: Ensure that the hypothesis defines the research problem 2. Writing a hypothesis as an 'if-then' statement: Include the action and the expected outcome of your study by following a ‘if-then’ structure. 3. Defining the variables: Define the variables as Dependent or Independent based on their dependency to other factors. 4. Scrutinizing the hypothesis: Identify the type of your hypothesis
Hypothesis testing is a statistical tool which is used to make inferences about a population data to draw conclusions for a particular hypothesis.
Hypothesis in statistics is a formal statement about the nature of a population within a structured framework of a statistical model. It is used to test an existing hypothesis by studying a population.
Research hypothesis is a statement that introduces a research question and proposes an expected result. It forms the basis of scientific experiments.
The different types of hypothesis in research are: • Null hypothesis: Null hypothesis is a negative statement to support the researcher’s findings that there is no relationship between two variables. • Alternate hypothesis: Alternate hypothesis predicts the relationship between the two variables of the study. • Directional hypothesis: Directional hypothesis specifies the expected direction to be followed to determine the relationship between variables. • Non-directional hypothesis: Non-directional hypothesis does not predict the exact direction or nature of the relationship between the two variables. • Simple hypothesis: Simple hypothesis predicts the relationship between a single dependent variable and a single independent variable. • Complex hypothesis: Complex hypothesis predicts the relationship between two or more independent and dependent variables. • Associative and casual hypothesis: Associative and casual hypothesis predicts the relationship between two or more independent and dependent variables. • Empirical hypothesis: Empirical hypothesis can be tested via experiments and observation. • Statistical hypothesis: A statistical hypothesis utilizes statistical models to draw conclusions about broader populations.
Wow! You really simplified your explanation that even dummies would find it easy to comprehend. Thank you so much.
Thanks a lot for your valuable guidance.
I enjoy reading the post. Hypotheses are actually an intrinsic part in a study. It bridges the research question and the methodology of the study.
Useful piece!
This is awesome.Wow.
It very interesting to read the topic, can you guide me any specific example of hypothesis process establish throw the Demand and supply of the specific product in market
Nicely explained
It is really a useful for me Kindly give some examples of hypothesis
It was a well explained content ,can you please give me an example with the null and alternative hypothesis illustrated
clear and concise. thanks.
So Good so Amazing
Good to learn
Thanks a lot for explaining to my level of understanding
Explained well and in simple terms. Quick read! Thank you
It awesome. It has really positioned me in my research project
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Formulating Research Hypothesis and Objective
- First Online: 01 March 2024
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Formulating a research hypothesis and objectives is the first and foremost step in any research process as they provide a clear direction and purpose for your study. In this chapter, we shall learn about formulating an ideal research hypothesis and objectives. Formulation and development of the hypothesis and objectives take place under the following key steps:
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Hazari, A. (2023). Formulating Research Hypothesis and Objective. In: Research Methodology for Allied Health Professionals. Springer, Singapore. https://doi.org/10.1007/978-981-99-8925-6_4
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Formulating a Research Problem
Jul 26, 2014
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Formulating a Research Problem. To be Discussed!!!. The Research Problem The importance of Formulating a Research Problem Sources of Research Problem Consideration in selecting a research problem Steps in the formulation of a research problem Establishing operational definitions.
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Presentation Transcript
To be Discussed!!! • The Research Problem • The importance of Formulating a Research Problem • Sources of Research Problem • Consideration in selecting a research problem • Steps in the formulation of a research problem • Establishing operational definitions
The Research Problem Process of problem formulation: • Your expertise in research methodology • Your knowledge of the subject area • Your understanding of the issues to be examined • The extent to which the focus of your study in predetermined
The Research Problem • Specific idea required for the basis of your inquiry • Make sure that idea is researchable • Important that not all question can be transformed into research problems and some may prove to be extremely difficult to study • Powers, Meenaghan & Twoomey said; Potential research questions may occur to us on a regular basis, but the process of formulating them in a meaningful way is not at all an easy task
The Research Problem • It requires: • Considerable knowledge of subject area and research methodology • First identifying and then specifying a research problem might seem like research tasks that ought to be easy and quickly accomplished
The Research Problem • The importance of Research Problem • Identification of destination before undertaking a journey. • Kerlinger said: • If one wants to solve a problem, one must generally know what the problem is. It can be said that a large part of the problem lies in knowing what one is trying to do • Must have clear idea about what you want to find
The Research Problem • The importance of Research Problem • The research can take number of forms • The way you formulate a problem determines almost every step that follows: • The type of study design that can be used • The type of sampling strategy that can be employed • The research instrument that can be used or developed • The type of analysis that can be undertaken
The research problem • The importance: • Formulation of a problem is like the input into a study and the ‘output’ the quality of the contents of the research report and validity • GI-GO • In the beginning you may become more confused but this normal and a sign of progression. • Remember: confusion if often but a first step towards clarity • Remember: this is the most crucial step
Sources of Research Problems • Four P’s • People • Problems • Programs • Phenomena
Sources of Research problems • Most research studies are based on at-least combination of two p’sand it varies from study to study • You may select a group of individual ( a group or a community as such - “people”), either the existence of certain issues or problems relating to their lives, to ascertain attitude of a group of people towards an issue “Problem”; to establish existence of a regularity “phenomenon” or to evaluate the effectiveness of an intervention “program”
Sources of Research problems • Focus: • Study of an issue, an association or a phenomenon for example; the relationship between unemployment and street crime, smoking and cancer or fertility and mortality, which is done on the basis of information collected from individuals, groups, communities or organizations. • Every research study has two aspects • The study population • The subject area
Sources of Research problems
Considerations in selecting a research problem • Interest • Magnitude • Measurement of concepts • Level of expertise • Relevance • Availability of data • Ethical issues
Steps in the formulation of a research problem • Step 1: identify a broad field or subject area of interest to you • Step 2: Dissect the broad area into subareas • Step 3: Select what is of most interest to you • Step 4: Raise research questions • Step 5: Formulate objectives • Step 6: Assess your objectives • Step 7: Double-check
The Formulation of Objectives • Objectives are goals you set out to attain in your study. • Two headings • Main objectives • Sub-objectives The main objective is an overall statement of the thrust of study The sub-objectives are the specific aspects of the topic that you want to investigate within the main framework of your study. The objectives should start with words such as ‘to determine ‘, ‘to find out’, ‘to ascertain’, ‘to measure’, ‘to explore’
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Formulating Hypotheses - PowerPoint PPT Presentation
Formulating Hypotheses
An hypothesis is really a temporary explanation, a kind of educated guess about ... he or she predicts that carbon dioxide can be detected as an organism digests food. ... – powerpoint ppt presentation.
- Science advances by formulating and testing hypotheses. An hypothesis is really a temporary explanation, a kind of educated guess about what will happen under certain conditions.
- A hypothesis usually begins as an answer to a question.
- Question Do plants need light to grow?
- Ex. If green plants need light to grow, then only plants kept in light will display growth.
- Most times it is an If then statement.
- But ALWAYS is a statement that has a definitive answer, or one that can be answered yes or no.
- Do living things give off CO2 when they digest food?
- A scientist thinks that living things give off carbon dioxide gas as they break down food. He or she predicts that carbon dioxide can be detected as an organism digests food.
- Some students were investigating what made their classmates get colds. One student believed that those who took vitamin C every day got fewer colds than the rest of the students.
- Another student was interested in raising tropical fish. She believed that fish that were given Phillip Chons Formula 1 food would produce more offspring than those fed Kaitlyn Gortners Golden Flakes.
- You can prove them to be untrue, but you cannot prove them to be true.
- This means you can only support your hypothesis.
- The more a hypothesis is supported, the greater its power to explain the phenomenon.
- Bacteria are microscopic creatures found almost everywhere. They are useful to biologists in many different kinds of experiments. For each of the following problems involving bacteria, form an hypothesis to make a prediction.
- Does the temperature at which bacteria are grown affect their rate of reproduction?
- Does using up the nutrients they are feeding on affect the rate of reproduction of bacteria?
- Some bacteria require certain vitamins in the material in which they are grown. Does bacterium X require vitamin B12 for reproduction?
- Does aspirin inhibit the reproduction of bacteria?
- The questions and hypotheses you develop must be typed.
- I do not accept hand-written hypotheses.
- STD LAB set up follows.
- Tomorrow we will be mating with each other. You will have five partners that you will share bodily fluids with (one at a time). One individual in class will be contaminated with an STD at the start of the experiment.
- What question(s) could be asked about the spread of the disease in class? Choose one question to answer. Next, write a testable hypothesis that predicts the results (a best guess answer to the question).
- Your hypothesis must be signed off by me before you can begin the lab.
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Chapter 6 formulation of hypothesis. Mar 17, 2022 • Download as PPTX, PDF •. 1 like • 2,813 views. N. NiranjanHN3. This PPT slide presentation deals with the Meaning of hypothesis, Types of hypothesis, Parameters of a good hypothesis, Importance of hypothesis, Source of hypothesis, Format of hypotheis & Formulation of testable hypothesis.
39. • Example- O2 administration to a highly nervous patient by a face mask instead of a nasal canula will cause less anxiety to the patient. - In this above example, the independent variable that is methods of O2, administration by face mask cause an effect on the dependent variable, that is patient's state of anxiety.
The document proceeds to list the six steps in formulating a hypothesis: 1) understanding the problem area, 2) considering the goal, 3) identifying variables, 4) identifying relationships between variables, 5) critically thinking about the hypothesis, and 6) expressing the idea as a hypothesis. Finally, it notes that properly formulating ...
"A hypothesis is a conjectural statement of the relation between two or more variables". (Kerlinger, 1956) "Hypothesis is a formal statement that presents the expected relationship between an independent and dependent variable."(Creswell, 1994) "A research question is essentially a hypothesis asked in the form of a question."
18 Steps for hypothesis testing. Step 1: State the hypotheses Be sure to state both the null and alternative hypotheses . Step 2: Select a level of significance (1%, 5% or 10%) Step 3: Calculate the test value Step 4: Calculate the probability value Step 5: Make a decision Step 6: Summarize results. Download ppt "Formulation of hypothesis and ...
Importance & Formulation of Hypothesis 1- Identifying Research Problem/Area Almack: „A question proposed for solution‟, „A matter taken for examination‟ .. „A doubtful case‟ .. Problem necessitates research … Problem is a situation which presents complex, puzzled, and discomfited state of knowledge I- Sources for finding problems
5. Phrase your hypothesis in three ways. To identify the variables, you can write a simple prediction in if…then form. The first part of the sentence states the independent variable and the second part states the dependent variable. If a first-year student starts attending more lectures, then their exam scores will improve.
Hypothesis means less than or less certain than a thesis. Presumptive statement of a proposition or a tentative guess based upon available evidence. It is a tentative or working proposition ...
Session 3 - Formulating Research Questions and Hypothesis - Free download as Powerpoint Presentation (.ppt), PDF File (.pdf), Text File (.txt) or view presentation slides online. This document discusses how to formulate research questions and hypotheses. It defines key terms like independent and dependent variables. It explains that research questions should focus the study and specify the ...
Hypothesis PPT - Download as a PDF or view online for free. Hypothesis PPT - Download as a PDF or view online for free ... TYPES OF RESEARCH HYPOTHESIS • Before researchers can begin working on a question that interests them, they need to formulate a research hypothesis. This is an important step in the scientific method because this ...
Formulating a Hypothesis It's Science! The Null and Alternative Hypothesis • The Null hypothesis, denoted by H0 , represents the status quo and involves stating the belief that the mean of the population is <, =, or > a specific value. • The alternative hypothesis, denoted by H1 , represents the opposite of the null hypothesis and holds ...
The steps to write a research hypothesis are: 1. Stating the problem: Ensure that the hypothesis defines the research problem. 2. Writing a hypothesis as an 'if-then' statement: Include the action and the expected outcome of your study by following a 'if-then' structure. 3.
Formulating a Hypothesis. Formulating a Hypothesis. It's Science!. Hypothesis. A Hypothesis is an educated guess that is testable A Hypothesis is an assumption about a population parameter If, Then, Because (Hypothesis and Prediction) If, The, Because, How (Hypothesis, Prediction and Methods) www.sciencebuddies.org. 596 views • 10 slides
4.1.6 Summary. Formulating a research hypothesis and objective is an essential and crucial step to start any research project. The objective must follow the SMART criteria to be defined well. Research hypotheses allow a framework on which the entire research methodology could be prepared.
Abstract. This PPT is the second of a ten-part package I used for teaching research methodology to post-graduate students and research scholars. The presentation provides guidelines to select a ...
It provides a bridge between theory reality. A hypothesis suggests which type of research is. likely to be most appropriate. As it is a tentative statement of anticipated. results, it guides the researcher towards the. direction in which the research should proceed. It stimulates the thinking process of researcher.
Download the "Formulating a Research Problem for University Students" presentation for PowerPoint or Google Slides. As university curricula increasingly incorporate digital tools and platforms, this template has been designed to integrate with presentation software, online learning management systems, or referencing software, enhancing the overall efficiency and effectiveness of student work.
Steps in the formulation of a research problem • Step 1: identify a broad field or subject area of interest to you • Step 2: Dissect the broad area into subareas • Step 3: Select what is of most interest to you • Step 4: Raise research questions • Step 5: Formulate objectives • Step 6: Assess your objectives • Step 7: Double-check.
Nov 28, 2018 • Download as PPTX, PDF •. 17 likes • 2,144 views. S. shubhaasharma. Who to write a research question / hypothesis ? Health & Medicine. 1 of 36. Download now. Formulating a Research question/ hypothesis - Download as a PDF or view online for free.
This document defines and discusses hypotheses in research. It begins by defining a hypothesis as a tentative statement about the relationship between two or more variables. It then discusses the importance of hypotheses in providing direction, goals, and a framework for research. The document outlines characteristics of good hypotheses and ...
These two criteria are translated into various activities of researchers through the research process. Unit 3 and Unit 4 intend to describe the research process in detail. Formulation of research problem, the first step in the research process, is considered as the most important phase of a research project. This step starts with the selection ...
Title: Formulating Hypotheses. Description: An hypothesis is really a temporary explanation, a kind of educated guess about ... He or she predicts that carbon dioxide can be detected as an organism digests food. ... - PowerPoint PPT presentation. Number of Views: 3619. Avg rating:3.0/5.0. Slides: 16.
Types of Hypothesis Before researchers can begin working on a question that interests them, they need to formulate a research hypothesis. Research hypotheses are of different types: simple, complex, directional, nondirectional, associative, causal, inductive & deductive, null, and alternative or research. Simple Hypothesis - this predicts ...