The Importance Of Instrumentation In Research

Decent Essays
Instrumentation
In research, to make observations for various variables, that is, the primary data that are collected, recorded, analyzed and interpreted special tools are developed. These tools are referred to as instruments and the systematic procedure for the selection and development of these tools is known as instrumentation (Pangaro and Shea, 2015).
Instrumentation includes all those measures which are used during the research to collect data. The quality of research depends to a large extent on the quality of the research instrument. The more efficient the research instrument, the more authentic the research becomes. The two most common instruments used in nutritional research include questionnaires (surveys, interviews) and experimental
…show more content…
It can be referred to as the ability of a research design to provide an adequate test of a hypothesis. For example, a researcher decides that a particular medication prevents the development of heart disease as the participants who took the medication developed lower rates of heart disease than did those who never took the medication. This interpretation of the study’s results can be correct, if the study has high internal validity for which the researcher would have to perform an experimental study which should contain an experimental as well as a control group. …show more content…
Over the course of time participants naturally change. This may bring about changes in the participants during the experiment which is not because of the treatment.
Testing
The third threat to the internal validity is ‘testing’. Taking a test generally affects subsequent testing; thus, participants’ performance at the end of the study may differ from an initial testing, not because of treatment but because they are familiar with the measure.
Instrumentation
The fourth threat to internal validity is ‘instrumentation’. Over the period of time, there may be some changes in the instruments. Thus the change in the participants may occur due to this change in the instruments rather than due to the treatment.
Regression
The fifth threat to the internal validity is ‘regression’. When the participants are selected on the basis of extreme scores (low and high), as these scores are closer to the mean when they are
Subject selection biases
The sixth threat to the internal validity is ‘subject selection biases’. When the participants of the study design are unequal in relevant variables, they cannot be assigned to the treatment groups. This threat occurs to both the cross-sectional as well as the longitudinal

Related Documents

  • Improved Essays

    Nt1310 Unit 2 Journal

    • 457 Words
    • 2 Pages

    Were the measurements appropriate for the questions the researcher was approaching? n/a 14. Were the measures in this research clearly related to the variables in which the researchers were interested? n/a 15. If human subjects were studied, do they fairly represent the populations under study?…

    • 457 Words
    • 2 Pages
    Improved Essays
  • Great Essays

    Research Design Setting The settings in which this data was collected were vocational rehabilitation centers in each state in the United States. Each year, service providers are required to enter data into a national database regarding individuals who have exited vocational rehabilitation programs under their care. This data is organized into a national dataset, which contains each exiting participant. Exits are interchangeably described as “closures” and fall into seven different closure categories.…

    • 1542 Words
    • 7 Pages
    Great Essays
  • Great Essays

    Nt1310 Unit 2 Assignment 1

    • 1110 Words
    • 5 Pages

    The major threat to internal validity is that the participants were not randomly assigned to groups. Without randomization, internal validity may be impacted by historical effects, maturation, testing effects, instrumentation, statistical regression, and selection bias. In this instance, treatment contamination needs to be considered. For instance, the control group may have communicate with the experimental group. Youths in foster care in the same state have an increased likelihood of coming into contact with each other, such as at or community functions geared towards that population.…

    • 1110 Words
    • 5 Pages
    Great Essays
  • Improved Essays

    Although these methods yield many advantages, they also have disadvantages; or challenges, if you will. The challenges I encountered while observing were my own biases—I had my own ideas on how things should be. Additionally, the data observed is difficult to interpret, and it was very time consuming. Another challenge encountered during the interviews were that the responses may also be biased.…

    • 1481 Words
    • 6 Pages
    Improved Essays
  • Improved Essays

    1. “When investigating a large population, it is often impractical and usually unnecessary to measure all the elements in the population of interest. Typically, a relatively small number of subject or cases is selected from the larger population.” (McMillian, 2012, p.96) According to McMillian (2012), population is a target you want to study to develop knowledge and to create action plans to assist those individuals.…

    • 1055 Words
    • 5 Pages
    Improved Essays
  • Improved Essays

    Theoretical construct Based upon analysis of previous research, it is evident that research into compassion is less prevalent than compassion fatigue (Kagen, 2014). According to Gilbert (2005), compassion can be divided into two parts: 1) a feeling of deep sympathy and sorrow for another who is stricken by misfortune and 2) a strong desire to help stop the suffering. The desire to help stop the suffering is what separates compassion from empathy. A plethora of research has identified that compassion is reduced when a person is continuously exposed to compassion inducing stimuli, known as compassion fatigue (Conrada & Kellar-Guentherb, 2006).…

    • 1191 Words
    • 5 Pages
    Improved Essays
  • Decent Essays

    Breaching Experiment

    • 507 Words
    • 3 Pages

    Kierstyn Gunn Introduction to Sociology (SOCI 1301.061) 10/6/17 Breaching Experiment Fall 2017. Example for header ****Research Project: Earn up to 24 Points Apply the scientific method to a research study. Due: Fri.…

    • 507 Words
    • 3 Pages
    Decent Essays
  • Great Essays

    Perils Of Obedience Essay

    • 1640 Words
    • 7 Pages

    Guadalupe Loza Professor Comstock English -80 28 ctober, 2014 Obedience: Behind of an Unethical True The action of believing on what is right according to reality and its own self; make obedience part of each individual responsibility regardless other people behavior. Stanley Milgram was an American social psychologist that conducted in the 1960s one of the most famous studies referring on how people obey or disobey to certain authoritarian instructions. The experiment basically consisted on put in one of the participants to an unclear situation in which they would be required to select either to obey or disobey the instructions given by an authoritative person. The role of the participants were to indicated a set of words to the learner(…

    • 1640 Words
    • 7 Pages
    Great Essays
  • Superior Essays

    Traditional Methods of Validity vs. the Process-Focused Model Amy Wilhelm Kaplan University PS505: Testing, Measurement and Assessment Dr. Raymond Brogan December 16, 2014 Traditional Methods of Validity vs. the Process-Focused Model Testing and assessments are used continuously in many areas of clinical psychology. The testing instrument needs to be considered reliable and valid. Cohen, Swerdlik and Struman (2013) define validity as being the estimate of how well the test measures what it is supposed to measure (p. 181).…

    • 2192 Words
    • 9 Pages
    Superior Essays
  • Decent Essays

    Sleep And Memory

    • 309 Words
    • 2 Pages

    1. What is your research question? Does lack of sleep affect memory? My prediction is that lack of sleep does affect memory.…

    • 309 Words
    • 2 Pages
    Decent Essays
  • Improved Essays

    During this essay ‘falsifiable’ , ‘verifiable’ and ‘theoretical approach’ shall be defined in relation to psychology, with a different range of psychological methods of investigations such as experimental, observational, correlational, clinical and survey methods. Falsifiable means that it can be shown to be Incorrect, this means that you can't rely on the result from the experiment or even a statement.. Verifiable means you that it can be shown as correct, with a positive result. Verifiable Is to prove the truth of something through an observation or investigation, for an example a birth certificate is proved verifiable, and evidence can back this up.…

    • 785 Words
    • 4 Pages
    Improved Essays
  • Improved Essays

    Lab Report Cation Essay

    • 875 Words
    • 4 Pages

    CH 204- Introduction to Chemical Practices Experiment 1- Qualitative Analysis of Cations Sharon Alexander Kathrynn Labat TA: Yu-Chun Lin September 25, 2017 Results & Discussion This experiment was composed of three parts. In the first part, qualitative methods were used to identify the unknown cation in an aqueous solution.…

    • 875 Words
    • 4 Pages
    Improved Essays
  • Improved Essays

    Internal Validity Essay

    • 573 Words
    • 3 Pages

    These may include such as changes in calibration of the instrument. 5). Statistical regression threat may occur when research participants selected by relying on extreme indicators and assessments exhibit unforeseen extreme outcomes. 6). Selection of subject’s threat occurs where research subject’s exhibit varied…

    • 573 Words
    • 3 Pages
    Improved Essays
  • Improved Essays

    Burns and Grove (1993:777) define quantitative research as a formal, objective, systematic process to describe and test relationships and examine cause and effect interactions among variables. Surveys may be used for descriptive, explanatory and exploratory research. A descriptive survey design was used. A survey is used to collect original data for describing a population too large to observe directly (Mouton 1996:232). A survey obtains information from a sample of people by means of self-report, that is, the people respond to a series of questions posed by the investigator (Polit & Hungler 1993: 148).…

    • 1705 Words
    • 7 Pages
    Improved Essays
  • Improved Essays

    717). A weakness that can result from quantitative research in a lab is the fact that the artificial nature of the environment may not be able to recreate the same results as the situation in the real world (Clark-Carter, 2010, p. 5). Another argument about the weakness of quantitative research is the lack of researcher and participant relationship. Some have suggested that while this helps the research remain objective and unbiased as possible, it treats the participants as objects, numbers and as a source of data (Carr, 1994, pp. 717-718).…

    • 1472 Words
    • 6 Pages
    Improved Essays

Related Topics