as operationalized through

USAGE SUMMARY

The phrase "as operationalized through" is correct and usable in written English.
It can be used when discussing how a concept or variable is defined and measured in a specific context or study. Example: "The effectiveness of the program was evaluated as operationalized through participant feedback and performance metrics."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

These scores were also the prized lever for school accountability and improvement, as operationalized through policies like No Child Left Behind and Race to the Top.

Huffington Post

Specifically, the method will be applied to the construct of trait EI, as operationalized through the Trait Emotional Intelligence Questionnaire (TEIQue; Petrides, 2009).

European Journal of Personality

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Women's Empowerment is operationalized through four dimensions, as determined by exploratory and confirmatory factor analysis (see below): Household decision-making power, perceptions of gender norms against violence, perceptions of sex negotiation, and age at first marriage.

BMC Pregnancy and Childbirth

The mental health and psychological functioning of RA patients has most frequently been operationalized through measures of compromised health, such as depression and anxiety.

Arthritis Research and Therapy

As the limited prior research on the EM-CSR relationship has shown mixed results and has largely neglected the effect of industry type (especially as operationalized in this article through distinguishing between industries with high and low environmental impacts (cf. Hrasky 2011)), we aimed to contribute to insights in this field with our study.

International Journal of Corporate Social Responsibility

Organizational task can be operationalized through task uncertainty and task interdependence [33].

International Journal of Quality Innovation

Opportunity to learn in the classroom was operationalized through a TIMSS implemented curriculum score (TICS).

Large-scale Assessments in Education

These three primary dimensions are further operationalized through twelve sub-dimensions.

International Journal of Production Economics

It was varied between the "Responding" level, operationalized through prediction activity with PV (experimental group) and "Viewing" level, operationalized through watching the visualization with parallel instructor commentary (control group).

Research and Practice in Technology Enhanced Learning

The independent variable was engagement level with visualization varying between the levels of "Responding," operationalized through prediction activity with PV (experimental group) and "Viewing," operationalized through watching the visualization with parallel instructor commentary (control group).

Research and Practice in Technology Enhanced Learning

Agent enthusiasm is also operationalized through an agent's feedback and responses to a leaner's input.

Human-centric Computing and Information Sciences

Expert writing Tips

Best practice

When using "as operationalized through", ensure that the method or tool you are referring to is clearly defined and widely understood in your field.

Common error

Avoid using "as operationalized through" to describe a measurement that doesn't fully capture the complexity of the underlying concept. Make sure the operationalization is valid and reliable.

Linguistic Context

The phrase "as operationalized through" serves as a prepositional phrase that introduces the specific method, procedure, or tool used to measure or define a concept. Ludwig AI examples illustrate its use in academic and scientific contexts.

Expression frequency: Rare

Frequent in

Science

80%

News & Media

20%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "as operationalized through" is used to specify how a concept is measured or defined in a particular context, frequently appearing in scientific and academic writing. Ludwig AI indicates the phrase is grammatically correct, although relatively rare. Alternatives like "as defined by" or "as measured by" can provide similar clarity. When using "as operationalized through", ensure the measurement is valid and aligns with the intended theoretical concept. Remember, clarity in operationalization is essential for research transparency and reproducibility.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

as defined by

This alternative focuses on the definition aspect, highlighting the source or method used for defining the term.

as measured by

This alternative emphasizes the measurement aspect, indicating the tool or metric used to quantify the concept.

as implemented through

This alternative shifts the focus to implementation, showing how the concept is put into practice.

as realized through

This alternative highlights the actualization of a concept through specific means.

as expressed through

This alternative emphasizes the mode of expression or manifestation of the concept.

as manifested in

Focuses on the visible or tangible result of the concept.

as determined by

This phrase places emphasis on the entity or method that establishes the criteria.

in terms of

Offers a general way to specify the perspective or aspect being considered.

by means of

Focuses on the methods or tools used to achieve a particular operationalization.

using the framework of

Highlights the theoretical or conceptual framework guiding the operationalization.

FAQs

How can I use "as operationalized through" in a sentence?

Use "as operationalized through" to explain how a theoretical concept is measured or defined in a practical or research setting. For example, "Success was "as operationalized through" quarterly sales targets".

What are some alternatives to "as operationalized through"?

Alternatives include "as defined by", "as measured by", or "as implemented via" depending on the specific context you want to emphasize.

Is it better to say "operationalized by" or "operationalized through"?

"Operationalized by" and "operationalized through" are both grammatically correct, but "as operationalized through" specifies the method or means by which the operationalization is carried out. Consider context and choose the phrase that best conveys your intended meaning.

What does it mean to say a variable is "operationalized"?

To say a variable is "operationalized" means that it has been defined in a way that allows it to be measured or tested. It involves specifying the procedures or indicators used to represent the concept in a research study.