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Related Concept Videos

Group Design02:01

Group Design

The most basic experimental design involves two groups: the experimental group and the control group. The two groups are designed to be the same except for one difference— experimental manipulation. The experimental group gets the experimental manipulation—that is, the treatment or variable being tested—and the control group does not. Since experimental manipulation is the only difference between the experimental and control groups, we can be sure that any differences between the two are due to...
Surveys02:16

Surveys

Often, psychologists develop surveys as a means of gathering data. Surveys are lists of questions to be answered by research participants, and can be delivered as paper-and-pencil questionnaires, administered electronically, or conducted verbally. Generally, the survey itself can be completed in a short time, and the ease of administering a survey makes it easy to collect data from a large number of people.
Methods of Medium Optimization01:28

Methods of Medium Optimization

Optimizing growth media enhances microbial proliferation and maximizes product yield. Statistical experimental design methodologies provide structured and reproducible approaches, offering progressively higher levels of robustness and efficiency.The One-Factor-at-a-Time (OFAT) MethodThe One-Factor-at-a-Time (OFAT) method involves adjusting a single variable while keeping all others constant. However, it cannot detect interactions between variables, often leading to suboptimal outcomes when...
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
Case Studies01:22

Case Studies

There are many research methods available to psychologists in their efforts to understand, describe, and explain behavior and the cognitive and biological processes that underlie it.
Systematic Sampling Method01:17

Systematic Sampling Method

Sampling is a technique to select a portion (or subset) of the larger population and study that portion (the sample) to gain information about the population. Data are the result of sampling from a population. The sampling method ensures that samples are drawn without bias and accurately represent the population. Because measuring the entire population in a study is not practical, researchers use samples to represent the population of interest.
Systematic sampling is one of the simplest methods...

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Related Experiment Video

Updated: Jun 20, 2026

Problem-Solving Before Instruction (PS-I): A Protocol for Assessment and Intervention in Students with Different Abilities
10:26

Problem-Solving Before Instruction (PS-I): A Protocol for Assessment and Intervention in Students with Different Abilities

Published on: September 11, 2021

Maximizing Efficiency of Enrollment for School-Based Educational Research.

Michèle M M Mazzocco1, Gwen F Myers

  • 1Kennedy Krieger Institute, Baltimore, Maryland and Johns Hopkins University School of Medicine and School of Public Health.

Journal of Applied Social Psychology
|September 15, 2009
PubMed
Summary

A principal's cover letter for an educational study sped up recruitment but did not significantly increase overall enrollment numbers. This finding impacts strategies for educational research participant recruitment.

Related Experiment Videos

Last Updated: Jun 20, 2026

Problem-Solving Before Instruction (PS-I): A Protocol for Assessment and Intervention in Students with Different Abilities
10:26

Problem-Solving Before Instruction (PS-I): A Protocol for Assessment and Intervention in Students with Different Abilities

Published on: September 11, 2021

Area of Science:

  • Educational Research
  • Research Methodology
  • Social Sciences

Background:

  • Effective participant recruitment is crucial for educational research.
  • Understanding factors influencing enrollment can optimize study timelines and success.
  • Longitudinal studies require sustained engagement from participants.

Purpose of the Study:

  • To examine the influence of a school principal's cover letter on research enrollment.
  • To assess the impact of this intervention on recruitment pace and final enrollment numbers.
  • To determine the effectiveness of principal endorsement in educational research recruitment.

Main Methods:

  • Observational study design.
  • Recruitment materials sent to parents of kindergartners across 7 public schools.
  • Intervention group received a cover letter from the school principal; control group did not.

Main Results:

  • Inclusion of a principal's cover letter significantly accelerated the recruitment pace.
  • The cover letter was associated with a slight, though not statistically significant, increase in enrollment numbers after controlling for confounding variables.
  • The intervention reduced the time to achieve final enrollment counts by 6 weeks.

Conclusions:

  • A principal's cover letter can expedite recruitment for educational research studies.
  • While it speeds up enrollment, it may not substantially increase the total number of participants.
  • This strategy is effective for improving the efficiency of research enrollment timelines.