Treatment FAQ

why do we need to make treatment groups similar

by Prof. Frankie Haag DDS Published 2 years ago Updated 2 years ago
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By ensuring our two groups have similar prognoses (comparing ‘like with like’), we can increase our confidence that any difference we see is due to the treatments and not due to patient differences. Another important component of comparing ‘like with like’ is parallel testing of the groups.

Each member of the treatment group thus has a counterpart in the control group identical in every way possible outside of the treatment. This ensures that the treatment is the only source of potential differences in outcomes between the two groups.Jul 3, 2020

Full Answer

Is group therapy appropriate for You?

Group therapy may be inappropriate for certain types of individuals, such as individuals who are extremely antisocial, extremely shy, impulsive, passive-aggressive, psychotic, etc. Sometimes, certain alliances form in groups, and these subgroups target and denigrate other group members.

Why is it important to use control and treatment groups?

This means researchers can correctly measure the entire effect of the treatment without interference from confounding variables. You are interested in whether college students perform better in school if they are paid for their performance. To test this, you divide several students into control and treatment groups.

Is it possible for a control group to change after treatment?

It is possible that the change is due to some other variables. If you use a control group that is identical in every other way to the treatment group, you know that the treatment–the only difference between the two groups–must be what has caused the change.

What are the benefits of using a group?

Groups enable us to form a collective identity which makes it easier to connect and understand people within the group. Every group has a leader or even if there is not an official leader still there will be someone who would be there a step ahead from others.

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Why do we compare different treatment groups?

Many studies that compare treatments will include a table comparing baseline characteristics between two groups assigned to different treatments. This allows readers to examine if there are any important baseline differences between groups.

What is the purpose of a comparison group?

In an experiment testing the effects of a treatment, a comparison group refers to a group of units (e.g., persons, classrooms) that receive either no TREATMENT or an alternative treatment. The purpose of a comparison group is to serve as a source of COUNTERFACTUAL causal inference.

Why is comparing like with like important?

By ensuring our two groups have similar prognoses (comparing 'like with like'), we can increase our confidence that any difference we see is due to the treatments and not due to patient differences.

What are treatment and comparison groups?

Full explanation: Treatment comparison groups are used in studies of treatment effects. Outcomes measured in one group are compared to outcomes in another group. Treatment comparison groups are sometimes categorised as treatment groups (intervention groups or experimental groups) and control groups.

Why is comparison important in research?

Comparative studies are a critical part of the spectrum of research methods currently used in science. They allow scientists to apply a treatment-control design in settings that preclude experimentation, and they can provide invaluable information about the relationships between variables.

Does a comparison group receive treatment?

What is the difference between a control group and an experimental group? An experimental group, also known as a treatment group, receives the treatment whose effect researchers wish to study, whereas a control group does not.

What does comparing like with like mean?

Full explanation: Comparing like with like implies that, in comparisons of two or more treatments to assess their relative merits, steps are taken to ensure that, as far as possible, the comparison groups are alike in all respects other than the treatments being compared, and differences due to the play of chance.

What is like-for-like comparison?

Meaning of like-for-like in English. like-for-like figures compare sales, financial results, etc. in one period with those for the previous period, taking into account exactly the same number of stores, businesses, activities, etc.

When to use compare to and compare with?

“Compared to” is used to emphasize the similarities or resemblance between two very different objects while “compared with” is used to emphasize differences as well as any resemblance between two similar things.

Why is it important to have a control group in performing an experiment?

Control groups are an important aspect of true experimental designs. The presence of control groups allows researchers to confirm that study results are due to the manipulation of independent variables (IVs) rather than extraneous variables.

What are treatment groups in social work?

Treatment Groups According to Kirst-Ashman (2009), treatment groups are groups that help individuals to solve personal problems, change behaviours, cope with stress, and improve quality of life.

What is the importance of having a control group in an experiment?

You would compare the results from the experimental group with the results of the control group to see what happens when you change the variable you want to examine. A control group is an essential part of an experiment because it allows you to eliminate and isolate these variables.

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What happens if your control group differs from the treatment group?

If your control group differs from the treatment group in ways that you haven’t accounted for, your results may reflect the interference of confounding variables instead of your independent variable.

What is the treatment group?

The treatment group (also called the experimental group) receives the treatment whose effect the researcher is interested in. The control group receives either no treatment, a standard treatment whose effect is already known, or a placebo (a fake treatment). The treatment is any independent variable manipulated by the experimenters, ...

How to reduce confounding variables?

There are several methods you can use to decrease the impact of confounding variables on your research: restriction, matching, statistical control and randomization. In restriction, you restrict your sample by only including certain subjects that have the same values of potential confounding variables.

How to test the effectiveness of a pill?

To test its effectiveness, you run an experiment with a treatment and two control groups. The treatment group gets the new pill. Control group 1 gets an identical-looking sugar pill (a placebo) Control group 2 gets a pill already approved to treat high blood pressure. Since the only variable that differs between the three groups is the type ...

What is treatment in research?

The treatment is any independent variable manipulated by the experimenters, and its exact form depends on the type of research being performed. In a medical trial, it might be a new drug or therapy. In public policy studies, it could be a new social policy that some receive and not others.

What does it mean to use a control group?

Then they compare the results of these groups. Using a control group means that any change in the dependent variable can be attributed to the independent variable.

What is a control group in science?

Revised on April 19, 2021. In a scientific study, a control group is used to establish a cause-and-effect relationship by isolating the effect of an independent variable. Researchers change the independent variable in the treatment group ...

Why do people need group therapy?

Group therapy helps individuals develop communication skills and socialization skills, and allows clients to learn how to express their issues and accept criticism from others.

What is group therapy?

Group therapy assures individuals that they are not alone and that other individuals share similar problems and struggles. The famous psychiatrist Dr. Irvin David Yalom, one of the acknowledged gurus of group therapy, terms this the principle of universality.

What are the disadvantages of individual therapy?

A couple of relative disadvantages of individual therapy include: 1 Individual therapy is typically more expensive than group therapy. 2 Some clients may have a strong need to identify with other individuals who share similar problems/issues. This need can be best addressed in a group situation. 3 Clients in individual therapy need to be motivated and are obviously in the spotlight. Clients who are not committed to changing, doing the work, and applying principles learned in therapy may struggle when they are the center of attention. 4 The research supports the notion that individual therapy is generally effective for treating most nearly every different psychological disorder, condition, and problem that is generally addressed in a therapeutic environment.

What is the strongest relationship between a client and therapist?

The therapeutic alliance, which refers to the working relationship between the client and therapist, is strongest in individual therapy.

How many clients are in a couples therapy session?

For example, couples therapy, a type of group therapy that typically treats romantic partners, consists of two clients (most often), whereas certain types of groups, such as substance abuse groups, may feature 10-12 clients in a session.

How does individual therapy help with self awareness?

Individual therapy allows for the development of self-awareness by discussing issues and getting feedback from the therapist. The client can arrange a time for the therapy sessions that is most conducive to their schedule. Therapy sessions can be arranged rather quickly, if needed.

Why is individual therapy important?

Individual therapy allows for the development of communication skills in individuals who need help with these skills. A couple of relative disadvantages of individual therapy include: Individual therapy is typically more expensive than group therapy.

Is it important to educate referral sources about inclusion or exclusion criteria for group therapy?

If their assessment and individual interview suggest they may not be a good fit for the current group, perhaps their needs would be better served in individual therapy, or in a different group setting. It’s also important to educate your referral sources about inclusion or exclusion criteria for group therapy, he says.

Can therapists predict how well a group member is doing in therapy?

Research shows that therapists cannot easily predict how well a group member is doing in therapy and whether he or she will drop out, Marmarosh says. In addition, the field of health care in general is moving toward outcome measurements as a way to track progress and improve outcomes.

Is group therapy as effective as individual therapy?

Decades of research, including more than 50 clinical trials, have shown that group therapy is as effective as individual therapy for many conditions, including depression, obesity and social anxiety. Partly as a result of that research, demand for group therapy is up, and many new psychologists are being asked to lead groups in hospital ...

Is group therapy an evidence based specialty?

Yet the ability to run therapy groups is a special skill. In fact, APA’s Commission for the Recognition of Specialties and Proficiencies in Professional Psychology includes group psychology and group psychotherapy as an evidence-based specialty. “Group therapy isn’t just individual therapy in a group,” says Martyn Whittingham, PhD, ...

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Control Groups in Experiments

  • Control groups are essential to experimental design. When researchers are interested in the impact of a new treatment, they randomly divide their study participants into at least two groups: 1. The treatment group (also called the experimental group) receives the treatment whose effect the researcher is interested in. 2. The control groupreceives either no treatment, a standard treat…
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Control Groups in Non-Experimental Research

  • Although control groups are more common in experimental research, they can be used in other types of research too. Researchers generally rely on non-experimental control groups in two cases: quasi-experimental or matching design.
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Importance of Control Groups

  • Control groups help ensure the internal validityof your research. You might see a difference over time in your dependent variable in your treatment group. However, without a control group, it is difficult to know whether the change has arisen from the treatment. It is possible that the change is due to some other variables. If you use a control gro...
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