bivariable and multivariable analysis

USAGE SUMMARY

"bivariable and multivariable analysis" is a correct and usable term in written English.
You can use this term when talking about analyzing multiple variables. For example, "This paper presents a bivariable and multivariable analysis of gender and performance in the workplace."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

In bivariable and multivariable analysis, consumption of salad was again associated with increased risk of disease (Table 3).

BMC Infectious Diseases

Eating salad from a self-service salad buffet was associated with higher risk of disease in bivariable and multivariable analysis (Table 2).

BMC Infectious Diseases

The data was double entered into prepared data bases using MS Office Excel 2007 and univariable, bivariable and multivariable analysis done using STATA/SE 10.0 for windows software.

BMC Family Practice

This step is important because it can show the pattern of distribution of each variable, and then select appropriate approaches for bivariable and multivariable analysis.

Environmental Health: A Global Access Science Source

To compare the findings of the bivariable and multivariable analysis for each year with each other, a test of difference for comparison of two independent studies was used [ 17].

BMC Complementary and Alternative Medicine

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

Logistic regression analysis was used for bivariate and multivariable analysis.

BMC Psychiatry

Univariable and multivariable analysis were performed.

Critical Care

We used bivariable and multivariable regression analysis to assess the association of risk game choices with malaria care-seeking behaviors and RDT acceptability.

BMC Health Services Research

Next, both bivariable and multivariable logistic regression analysis were conducted to further analyze data.

BMC Infectious Diseases

Table  2 presents the results of the bivariable and multivariable logistic regression analysis of GWG information seeking.

BMC Pregnancy and Childbirth

In 20 % of the studies it was used the CDC cut-off points, although most of these studies come from USA.> -wrap-foot> aInternational Obesity Task Force Force bRemaining countries included Australia, Israel and Korea In terms of type of analysis, 68 studies solely performed bivariable analyses, 66 performed bivariable and multivariable analyses, and 24 solely performed multivariable analyses.

BMC Pediatrics

Expert writing Tips

Best practice

When reporting results, clearly distinguish between findings from bivariable analysis and those from multivariable analysis, as multivariable analysis adjusts for confounding variables and provides a more accurate representation of the relationships.

Common error

Avoid drawing strong causal inferences solely from bivariable analysis. Always consider multivariable analysis to account for potential confounders, which can alter the observed relationships.

Linguistic Context

The phrase "bivariable and multivariable analysis" functions as a noun phrase, typically used to describe a statistical methodology. As Ludwig AI highlights, this is a common term in the field, particularly when reporting the analytical methods used in research.

Expression frequency: Common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

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Ludwig's WRAP-UP

In summary, "bivariable and multivariable analysis" is a statistically sound and commonly used phrase, particularly within the scientific domain. As affirmed by Ludwig AI, it signifies a rigorous analytical approach involving both two-variable and multi-variable assessments. When employing this phrase, it's crucial to distinguish between the results obtained from each type of analysis, acknowledging that multivariable analysis offers a more refined understanding by controlling for confounding factors. Related phrases like "bivariate and multivariate analysis" can serve as synonyms, maintaining analytical rigour.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

bivariate and multivariate analysis

This alternative uses synonyms for "bivariable" and "multivariable" while maintaining the same analytical context.

univariable, bivariable and multivariable analysis

This alternative includes "univariable analysis" for a more comprehensive description of the analytical process.

bivariable and multivariable statistical analysis

This alternative explicitly states that the analysis is statistical.

bivariable and multivariable regression analysis

This alternative specifies the type of analysis being regression.

multivariate analysis including bivariable components

This alternative restructures the phrase to emphasize multivariate analysis.

two-variable and multivariable analysis

This alternative uses "two-variable" instead of "bivariable".

bivariable followed by multivariable analysis

This alternative describes the sequential order of the analyses.

assessment using bivariable and multivariable methods

This alternative frames the phrase as a method of assessment.

evaluation through bivariable and multivariable techniques

This alternative focuses on the evaluation aspect of the analysis.

statistical modeling using bivariable and multivariable approaches

This alternative highlights the statistical modeling aspect.

FAQs

When is it appropriate to use "bivariable and multivariable analysis"?

Use "bivariable and multivariable analysis" when you need to assess the relationship between a dependent variable and multiple independent variables, first individually (bivariable) and then collectively, while controlling for confounding factors (multivariable).

What is the difference between "bivariable analysis" and "multivariable analysis"?

Bivariable analysis examines the relationship between two variables, while "multivariable analysis" examines the relationship between multiple variables simultaneously, controlling for the effects of other variables.

Can I use "multivariable analysis" without performing "bivariable analysis" first?

While not strictly necessary, performing "bivariable analysis" first can help identify potential relationships and inform the selection of variables for the subsequent "multivariable analysis".

What are some common software packages used for conducting "bivariable and multivariable analysis"?

Common software packages for "bivariable and multivariable analysis" include SPSS, STATA, R, and SAS. The choice depends on the researcher's preference and the specific requirements of the analysis.