| Literature DB >> 35470596 |
Edward Barroga1, Glafera Janet Matanguihan2.
Abstract
The development of research questions and the subsequent hypotheses are prerequisites to defining the main research purpose and specific objectives of a study. Consequently, these objectives determine the study design and research outcome. The development of research questions is a process based on knowledge of current trends, cutting-edge studies, and technological advances in the research field. Excellent research questions are focused and require a comprehensive literature search and in-depth understanding of the problem being investigated. Initially, research questions may be written as descriptive questions which could be developed into inferential questions. These questions must be specific and concise to provide a clear foundation for developing hypotheses. Hypotheses are more formal predictions about the research outcomes. These specify the possible results that may or may not be expected regarding the relationship between groups. Thus, research questions and hypotheses clarify the main purpose and specific objectives of the study, which in turn dictate the design of the study, its direction, and outcome. Studies developed from good research questions and hypotheses will have trustworthy outcomes with wide-ranging social and health implications.Entities:
Keywords: Hypotheses; Qualitative Research; Quantitative Research; Research Questions
Mesh:
Year: 2022 PMID: 35470596 PMCID: PMC9039193 DOI: 10.3346/jkms.2022.37.e121
Source DB: PubMed Journal: J Korean Med Sci ISSN: 1011-8934 Impact factor: 2.153
Summary of types of quantitative and qualitative research questions and hypotheses
| Quantitative research questions | Quantitative research hypotheses |
|---|---|
| Descriptive research questions | Simple hypothesis |
| Comparative research questions | Complex hypothesis |
| Relationship research questions | Directional hypothesis |
| Non-directional hypothesis | |
| Associative hypothesis | |
| Causal hypothesis | |
| Null hypothesis | |
| Alternative hypothesis | |
| Working hypothesis | |
| Statistical hypothesis | |
| Logical hypothesis | |
| Hypothesis-testing | |
| Qualitative research questions | Qualitative research hypotheses |
| Contextual research questions | Hypothesis-generating |
| Descriptive research questions | |
| Evaluation research questions | |
| Explanatory research questions | |
| Exploratory research questions | |
| Generative research questions | |
| Ideological research questions | |
| Ethnographic research questions | |
| Phenomenological research questions | |
| Grounded theory questions | |
| Qualitative case study questions |
Definitions and examples of quantitative research questions
| Quantitative research questions | |
|---|---|
| Descriptive research question | |
| - Measures responses of subjects to variables | |
| - Presents variables to measure, analyze, or assess | |
| What is the proportion of resident doctors in the hospital who have mastered ultrasonography (response of subjects to a variable) as a diagnostic technique in their clinical training? | |
| Comparative research question | |
| - Clarifies difference between one group with outcome variable and another group without outcome variable | |
| Is there a difference in the reduction of lung metastasis in osteosarcoma patients who received the vitamin D adjunctive therapy (group with outcome variable) compared with osteosarcoma patients who did not receive the vitamin D adjunctive therapy (group without outcome variable)? | |
| - Compares the effects of variables | |
| How does the vitamin D analogue 22-Oxacalcitriol (variable 1) mimic the antiproliferative activity of 1,25-Dihydroxyvitamin D (variable 2) in osteosarcoma cells? | |
| Relationship research question | |
| - Defines trends, association, relationships, or interactions between dependent variable and independent variable | |
| Is there a relationship between the number of medical student suicide (dependent variable) and the level of medical student stress (independent variable) in Japan during the first wave of the COVID-19 pandemic? | |
Definitions and examples of quantitative research hypotheses
| Quantitative research hypotheses | |
|---|---|
| Simple hypothesis | |
| - Predicts relationship between single dependent variable and single independent variable | |
| If the dose of the new medication (single independent variable) is high, blood pressure (single dependent variable) is lowered. | |
| Complex hypothesis | |
| - Foretells relationship between two or more independent and dependent variables | |
| The higher the use of anticancer drugs, radiation therapy, and adjunctive agents (3 independent variables), the higher would be the survival rate (1 dependent variable). | |
| Directional hypothesis | |
| - Identifies study direction based on theory towards particular outcome to clarify relationship between variables | |
| Privately funded research projects will have a larger international scope (study direction) than publicly funded research projects. | |
| Non-directional hypothesis | |
| - Nature of relationship between two variables or exact study direction is not identified | |
| - Does not involve a theory | |
| Women and men are different in terms of helpfulness. (Exact study direction is not identified) | |
| Associative hypothesis | |
| - Describes variable interdependency | |
| - Change in one variable causes change in another variable | |
| A larger number of people vaccinated against COVID-19 in the region (change in independent variable) will reduce the region’s incidence of COVID-19 infection (change in dependent variable). | |
| Causal hypothesis | |
| - An effect on dependent variable is predicted from manipulation of independent variable | |
| A change into a high-fiber diet (independent variable) will reduce the blood sugar level (dependent variable) of the patient. | |
| Null hypothesis | |
| - A negative statement indicating no relationship or difference between 2 variables | |
| There is no significant difference in the severity of pulmonary metastases between the new drug (variable 1) and the current drug (variable 2). | |
| Alternative hypothesis | |
| - Following a null hypothesis, an alternative hypothesis predicts a relationship between 2 study variables | |
| The new drug (variable 1) is better on average in reducing the level of pain from pulmonary metastasis than the current drug (variable 2). | |
| Working hypothesis | |
| - A hypothesis that is initially accepted for further research to produce a feasible theory | |
| Dairy cows fed with concentrates of different formulations will produce different amounts of milk. | |
| Statistical hypothesis | |
| - Assumption about the value of population parameter or relationship among several population characteristics | |
| - Validity tested by a statistical experiment or analysis | |
| The mean recovery rate from COVID-19 infection (value of population parameter) is not significantly different between population 1 and population 2. | |
| There is a positive correlation between the level of stress at the workplace and the number of suicides (population characteristics) among working people in Japan. | |
| Logical hypothesis | |
| - Offers or proposes an explanation with limited or no extensive evidence | |
| If healthcare workers provide more educational programs about contraception methods, the number of adolescent pregnancies will be less. | |
| Hypothesis-testing (Quantitative hypothesis-testing research) | |
| - Quantitative research uses deductive reasoning. | |
| - This involves the formation of a hypothesis, collection of data in the investigation of the problem, analysis and use of the data from the investigation, and drawing of conclusions to validate or nullify the hypotheses. | |
Definitions and examples of qualitative research questions
| Qualitative research questions | |
|---|---|
| Contextual research question | |
| - Ask the nature of what already exists | |
| - Individuals or groups function to further clarify and understand the natural context of real-world problems | |
| What are the experiences of nurses working night shifts in healthcare during the COVID-19 pandemic? (natural context of real-world problems) | |
| Descriptive research question | |
| - Aims to describe a phenomenon | |
| What are the different forms of disrespect and abuse (phenomenon) experienced by Tanzanian women when giving birth in healthcare facilities? | |
| Evaluation research question | |
| - Examines the effectiveness of existing practice or accepted frameworks | |
| How effective are decision aids (effectiveness of existing practice) in helping decide whether to give birth at home or in a healthcare facility? | |
| Explanatory research question | |
| - Clarifies a previously studied phenomenon and explains why it occurs | |
| Why is there an increase in teenage pregnancy (phenomenon) in Tanzania? | |
| Exploratory research question | |
| - Explores areas that have not been fully investigated to have a deeper understanding of the research problem | |
| What factors affect the mental health of medical students (areas that have not yet been fully investigated) during the COVID-19 pandemic? | |
| Generative research question | |
| - Develops an in-depth understanding of people’s behavior by asking ‘how would’ or ‘what if’ to identify problems and find solutions | |
| How would the extensive research experience of the behavior of new staff impact the success of the novel drug initiative? | |
| Ideological research question | |
| - Aims to advance specific ideas or ideologies of a position | |
| Are Japanese nurses who volunteer in remote African hospitals able to promote humanized care of patients (specific ideas or ideologies) in the areas of safe patient environment, respect of patient privacy, and provision of accurate information related to health and care? | |
| Ethnographic research question | |
| - Clarifies peoples’ nature, activities, their interactions, and the outcomes of their actions in specific settings | |
| What are the demographic characteristics, rehabilitative treatments, community interactions, and disease outcomes (nature, activities, their interactions, and the outcomes) of people in China who are suffering from pneumoconiosis? | |
| Phenomenological research question | |
| - Knows more about the phenomena that have impacted an individual | |
| What are the lived experiences of parents who have been living with and caring for children with a diagnosis of autism? (phenomena that have impacted an individual) | |
| Grounded theory question | |
| - Focuses on social processes asking about what happens and how people interact, or uncovering social relationships and behaviors of groups | |
| What are the problems that pregnant adolescents face in terms of social and cultural norms (social processes), and how can these be addressed? | |
| Qualitative case study question | |
| - Assesses a phenomenon using different sources of data to answer “why” and “how” questions | |
| - Considers how the phenomenon is influenced by its contextual situation. | |
| How does quitting work and assuming the role of a full-time mother (phenomenon assessed) change the lives of women in Japan? | |
Definitions of research hypothesis under qualitative research
| Qualitative research hypotheses | |
|---|---|
| Hypothesis-generating (Qualitative hypothesis-generating research) | |
| - Qualitative research uses inductive reasoning. | |
| - This involves data collection from study participants or the literature regarding a phenomenon of interest, using the collected data to develop a formal hypothesis, and using the formal hypothesis as a framework for testing the hypothesis. | |
| - Qualitative exploratory studies explore areas deeper, clarifying subjective experience and allowing formulation of a formal hypothesis potentially testable in a future quantitative approach. | |
Examples of ambiguous research question and hypothesis that result in unclear and weak research objective in quantitative research, how to transform them into clear and good statements, and points to avoid
| Variables | Unclear and weak statement (Statement 1)a | Clear and good statement (Statement 2)b | Points to avoid |
|---|---|---|---|
| Research question | Which is more effective between smoke moxibustion and smokeless moxibustion? | “Moreover, regarding smoke moxibustion versus smokeless moxibustion, it remains unclear which is more effective, safe, and acceptable to pregnant women, and whether there is any difference in the amount of heat generated.” | 1) Vague and unfocused questions |
| 2) Closed questions simply answerable by yes or no | |||
| 3) Questions requiring a simple choice | |||
| Hypothesis | The smoke moxibustion group will have higher cephalic presentation. | “Hypothesis 1. The smoke moxibustion stick group (SM group) and smokeless moxibustion stick group (-SLM group) will have higher rates of cephalic presentation after treatment than the control group. | 1) Unverifiable hypotheses |
| Hypothesis 2. The SM group and SLM group will have higher rates of cephalic presentation at birth than the control group. | 2) Incompletely stated groups of comparison | ||
| Hypothesis 3. There will be no significant differences in the well-being of the mother and child among the three groups in terms of the following outcomes: premature birth, premature rupture of membranes (PROM) at < 37 weeks, Apgar score < 7 at 5 min, umbilical cord blood pH < 7.1, admission to neonatal intensive care unit (NICU), and intrauterine fetal death.” | 3) Insufficiently described variables or outcomes | ||
| Research objective | To determine which is more effective between smoke moxibustion and smokeless moxibustion. | “The specific aims of this pilot study were (a) to compare the effects of smoke moxibustion and smokeless moxibustion treatments with the control group as a possible supplement to ECV for converting breech presentation to cephalic presentation and increasing adherence to the newly obtained cephalic position, and (b) to assess the effects of these treatments on the well-being of the mother and child.” | 1) Poor understanding of the research question and hypotheses |
| 2) Insufficient description of population, variables, or study outcomes |
aThese statements were composed for comparison and illustrative purposes only.
bThese statements are direct quotes from Higashihara and Horiuchi.16
Examples of ambiguous research question and hypothesis that result in unclear and weak research objective in qualitative research, how to transform them into clear and good statements, and points to avoid
| Variables | Unclear and weak statement (Statement 1) | Clear and good statement (Statement 2) | Points to avoid |
|---|---|---|---|
| Research question | Does disrespect and abuse (D&A) occur in childbirth in Tanzania? | How does disrespect and abuse (D&A) occur and what are the types of physical and psychological abuses observed in midwives’ actual care during facility-based childbirth in urban Tanzania? | 1) Ambiguous or oversimplistic questions |
| 2) Questions unverifiable by data collection and analysis | |||
| Hypothesis | Disrespect and abuse (D&A) occur in childbirth in Tanzania. | Hypothesis 1: Several types of physical and psychological abuse by midwives in actual care occur during facility-based childbirth in urban Tanzania. | 1) Statements simply expressing facts |
| Hypothesis 2: Weak nursing and midwifery management contribute to the D&A of women during facility-based childbirth in urban Tanzania. | 2) Insufficiently described concepts or variables | ||
| Research objective | To describe disrespect and abuse (D&A) in childbirth in Tanzania. | “This study aimed to describe from actual observations the respectful and disrespectful care received by women from midwives during their labor period in two hospitals in urban Tanzania.” | 1) Statements unrelated to the research question and hypotheses |
| 2) Unattainable or unexplorable objectives |
aThis statement is a direct quote from Shimoda et al.17
The other statements were composed for comparison and illustrative purposes only.
Fig. 1General flow for constructing effective research questions and hypotheses prior to conducting research.
Fig. 2Algorithm for building research question and hypothesis in quantitative research, and illustrative example based on the study of Higashihara and Horiuchi.16
Fig. 3Algorithm for building research question and hypothesis in qualitative research, and illustrative example based on the study of Shimoda et al.17