Table 1
| Attributes for effective mentoring relat ... | Example measurable learning objective Ef ... | Example measurable learning objective Ef ... | Existing metrics a |
| Developing disciplinary research skills | Teach mentees to design and carry out a ... | Develop the skills to design and carry o ... | [ 73, 76, 82 – 84] |
| Teaching and helping to learn disciplina ... | Identify the knowledge mentees need to b ... | Seek guidance from their mentors to iden ... | [ 73, 83] |
| Developing technical skills | Provide instruction in core disciplinary ... | Commit to learning and gaining proficien ... | [ 46, 85] |
What is a variable and an attribute in research?
Variable and attribute (research) In science and research, an attribute is a characteristic of an object (person, thing, etc.). Attributes are closely related to variables. A variable is a logical set of attributes.
What are the characteristics of a good research?
The data collection, analysis and the presentation of knowledge should be done keeping in mind these research characteristics. The most important research characteristic is that it is always scientific. It means that every research should be conducted in an empirical manner.
What is the quality of research?
Having known that a piece of research work is of great importance, the quality of such piece cannot be overlooked. Thus, for a research to be adjudged as being above standard, and also capable of serving its core purpose, the one undertaking the research must possess certain qualities.
What is the value of a researcher?
Jessica Salmon, Head of Research at O2, believes the fundamental value researchers offer is their ability to “understand a business question and interpret ‘inputs' regardless of whether they be customer data, survey data, qualitative observations, or market pricing.”
What are examples of attributes?
An attribute is defined as a quality or characteristic of a person, place, or thing. Real life individuals and fictional characters possess various attributes. For example, someone might be labeled beautiful, charming, funny, or intelligent.
What are the essential attributes of a research scholar?
Attributes of a good research scholarPersonalAcademicPersistenceInnovative approachFreedom from the obsessions of clock and calendarOriginalityDedicationPrecision and accuracy9 more rows•Feb 8, 2022
What is the most important attribute of a research design?
A good research design should always fulfill the following four conditions; objectivity, reliability, validity and generalizability of the findings.
What are examples of attribute variables?
An attribute variable is a variable that cannot be manipulated. An example of an attribute variable is gender, race, psychological condition, and or any characteristic that is inherent or pre-programmed and cannot be altered.
Is one of the attributes of good researcher?
A good researcher must be open-minded and must also adopt a critical way of thinking. Besides, he/she should be hard working, diligent, focused and devoted to his/her specific field of interest.
What are the 7 characteristics of research?
Research is conducted in a methodical manner without bias using systematic method and procedures. 7. Replicability. The research design and procedures are replicated or repeated to enable the researcher to arrive at valid and conclusive results....Intellectual Curiosity. ... Prudence. ... Healthy Criticism. ... Intellectual Honesty.More items...•
What are the specific attributes of an experimental research design?
In general, designs that are true experiments contain three key features: independent and dependent variables, pretesting and posttesting, and experimental and control groups.
What are the 5 common elements of research?
An understanding of the basic elements of research is essential for good research practices. Among the most important elements to be considered are variables, associations, sampling, random selection, random assignment, and blinding.
What are the 10 characteristics of research?
Characteristics of ResearchThe research should focus on priority problems.The research should be systematic. ... The research should be logical. ... The research should be reductive. ... The research should be replicable. ... The research should be generative. ... The research should be action-oriented.More items...
What is the difference between variables and attributes?
Variable means the measured values can vary anywhere along a given scale. Attribute data, on the other hand, is qualitative data that have a quality characteristic or attribute that is described in terms of measurements.
What are the 3 types of variables in research?
These changing quantities are called variables. A variable is any factor, trait, or condition that can exist in differing amounts or types. An experiment usually has three kinds of variables: independent, dependent, and controlled.
What is attribute data in statistics?
Attribute data is defined as information used to create control charts. This data can be used to create many different chart systems, including percent charts, charts showcasing the number of affected units, count-per-unit charts, demerit charts, and quality score charts. Quality Glossary Definition: Variable data.
What is academic research?
Research is a common activity in academic institutions all over the world. In the United States, for instance, research output is bolstered by educational institutions such as Harvard University, Stanford University, and the Massachusetts Institute of Technology (Nature Index, n.d.).
Qualities of Good Research
A sound research question is one of the most important characteristics of good research. In 2010, Farrugia et al. proposed that developing a research question is the most important step in doing a research project.
Common Pitfalls of Doing Research
In addition to the characteristics of good research, researchers must also be aware of the difficulties they may encounter during the course of their study. Shreffler and Huecker (2021) list some of the pitfalls common in the research process:
Is your research good enough?
Hopefully, this guide on the qualities of good research has helped you evaluate whether your study is on the right track. Good research starts with a sound research question, which influences the research methodology, including data collection and analysis methods.
What is the most important characteristic of research?
Control is the most important characteristic of research and a well-executed research must have extreme control or rigor on the research process. In the quantitative research, a great amount of control can be easily exerted by the researcher. Quantitative researchers mostly use experiments and real life observations as a research tool, in experiments as well as in observations the researcher define the independent and the dependent variable. Any other variable that can affect the study are extraneous variables and all such variables are kept under control so they do not ruin the research. In a qualitative research, on the other hand, having control is difficult. Hammersley, 2005 says that to serve evidence-based policymaking we probably need to invent a … myth for qualitative work, that is we too have clear-cut guidelines and criteria, maybe not randomized control trials, but we have our criteria [2].
What is the basic aim of a research?
The basic aim of every research is to do the research in a valid and reliable manner. It should be realized that, however the methods used to achieve validity and reliability are different in social science and physical science. In physical science, the goal of the researcher is to do the experiments in such a way that if someone else repeats those experiments the result is same. In social science, the researcher achieves validity and reliability in its own way. The research tools, procedures, and techniques should be well tested and they should be relevant to the research topic. Validity alone cannot work in research and every research tool and procedure should be valid as well as reliable.
Why can't social scientists be objective?
In social sciences, on the other hand, the same condition can have two or more than two meanings, the reason being that social sciences studies human behaviors and behaviors cannot be assessed objectively. This subjectivity can be the part of the research and it is often tolerated.
What is adaptability in research?
If innovativeness is all about looking at something in a new way, adaptability is about how soon and how well you can align yourself with a new situation you are presented with. As a researcher, you may have to frequently come to grips with new challenges. It could be modifying your research focus to apply for a grant, moving to a new country to pursue an opportunity, or approaching your research problem in a wholly new way based on peer reviewer comments. Your adaptability could determine how well you perform as a researcher and also how successful you can be.
What is the passion of a researcher?
Despite the setbacks and challenges, their passion to dig deeper, to make a difference to the field or the society at large, keeps researchers zealous.
Why do scientists make discoveries?
Scientists are able to make inventions and discoveries because they are able to first see the potential or need for them. Stanley Whittingham, John Goodenough, and Akira Yoshino, who won the 2019 Nobel in Chemistry, first saw the need for their invention in the global oil crisis of the 70s: the crisis clearly pointed to the need for a future that is less dependent on fossil fuels. After 30 years and numerous incremental developments, they gave the world the lithium-ion battery, which now powers devices ranging from computers to cars. Foresightedness is about seeing far and then striving to bring that vision to reality.
What is analysis in archimedes?
Analysis is about learning, observing, and then putting that learning and observation together into a meaningful conclusion. It’s about connecting the dots and seeing the big picture leading to the aha moment. Archimedes channeled all his previous knowledge and learning when he immersed himself into a bathtub that fortuitous day. For days, he had been musing over his king’s problem: how could he determine whether the gold the king had was real? When he immersed himself into the tub, he was able to at once analyze what caused the displacement of the water (the immersion of a weight into the water) and how he could use this to determine the authenticity of the gold (by submerging it in water). Aha indeed.
What is integrity in science?
Integrity is one of the pillars of science. It is said that great science is built by standing on the shoulders of giants. However, if those shoulders lack integrity, there remains little hope for advancement. Researchers who are passionate about their field, deeply committed to their work, and also understand the potential impact they can create are the ones who are driven by integrity. They uphold best ethical practices at all times, even in highly competitive situations. And thereby, also show the way for the others.
What is innovativeness in science?
Innovativeness is about looking at something with a new perspective or, as is often said, with a new pair of eyes. It is the springboard of many an invention and discovery. With Newton, it was looking at a falling apple – a mundane event by most people’s accounts – through the lens of gravity, leading him to formulate his three laws of motion. An innovative researcher knows that the next big invention or discovery can originate anywhere; they just need to look well enough. Chinese scientist Tu Youyou, who won the 2015 Nobel for Physiology or Medicine for her innovative therapy for malaria, found the answer not in something new age but in an ancient Chinese text on herbs.
What Is Academic Research?
In science and research, an attribute is a quality of an object (person, thing, etc.). Attributes are closely related to variables. A variable is a logical set of attributes. Variables can "vary" – for example, be high or low. How high, or how low, is determined by the value of the attribute (and in fact, an attribute could be just the word "low" or "high"). (For example see: Binary option)
While an attribute is often intuitive, the variable is the operationalized way in which the attribute i…
Qualities of Good Research
Common Pitfalls of Doing Research
Is Your Research Good Enough?