positive predictor

USAGE SUMMARY

The phrase "positive predictor" is correct and usable in written English.
It can be used in contexts such as statistics, research, or any field where one variable is believed to indicate a favorable outcome for another variable. Example: "In our study, we found that a high level of physical activity is a positive predictor of overall health."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

We define a PWM as a positive predictor when its inferred activity is positively correlated with patient survival.

BMC Genomics

Physical capital endowment should generally be a positive predictor of adoption of diverse types of practices.

Agricultural and Food Economics

Mastery was also a positive predictor of GPA (β = .23, t = 3.01).

Asian-Pacific Journal of Second and Foreign Language Education

Preoperative state anxiety is a significant positive predictor of the immediate postoperative pain (β=0.30), which, in turn, is a positive predictor of pain on the wards (β=0.54).

Journal of Psychosomatic Research

Schooling was a strong, positive predictor of women's EA (odds ratio (OR)=13.7, 95% confidence interval (CI) [6.1, 30.6]).

Early Human Development

Thus, motivation to do well in a particular class was a positive predictor of subsequent academic performance in that class.

Cognitive Research: Principles and Implications

The studies also suggest that the total number of therapy cycles is a positive predictor of the biochemical response.

EJNMMI Research

Our findings show that openness to experience is the key positive predictor of mothers' activities that shape the climate for creativity in her relationship with the child.

Thinking Skills and Creativity

A significant interaction between self-reported SEC and gender in predicting reading scores indicated that SEC was a significant positive predictor for reading outcomes in boys only.

Journal of Applied Developmental Psychology

The only positive predictor of DRUJ instability after surgical fixation was the injury induced ulnar variance as seen on the injury films.

Journal of Orthopaedics and Traumatology

Interestingly, we found service quality to be a positive predictor of customer loyalty, which supported hypothesis 6 (β = .383, t = 3.212, p < .001).001

Asian Journal of Sustainability and Social Responsibility

Expert writing Tips

Best practice

When using "positive predictor", ensure that there is empirical evidence or a strong theoretical basis to support the predictive relationship. Avoid implying causation without sufficient justification.

Common error

Avoid assuming that because something is a "positive predictor", it directly causes the outcome. There may be other confounding variables at play. Always consider alternative explanations.

Linguistic Context

The phrase "positive predictor" functions as a noun phrase where "positive" modifies the noun "predictor". It describes a variable or factor that is associated with an increased likelihood of a particular outcome. Ludwig AI confirms this usage is valid, reflecting its role in identifying factors correlated with favorable results.

Expression frequency: Very common

Frequent in

Science

98%

News & Media

1%

Formal & Business

1%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The term "positive predictor" is a common and grammatically sound phrase used primarily within scientific and academic contexts to denote a factor that correlates with an increased likelihood of a specific outcome. As Ludwig AI confirms, it's essential to recognize that while it indicates a statistical relationship, it doesn't necessarily imply causation. Common errors include assuming direct causation and overlooking other influencing variables. Alternative phrases such as "favorable indicator" or "beneficial influence" can provide nuanced variations in meaning. The phrase's prevalence in scientific literature underscores its importance in research and analytical fields, emphasizing the need for precise and evidence-based application.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

favorable indicator

Replaces "predictor" with a more general term, focusing on the indication of something positive.

beneficial influence

Highlights the positive impact a factor has on an outcome, rather than just predicting it.

promising factor

Emphasizes the potential of a factor to lead to a positive result.

supportive element

Focuses on how a factor contributes to a positive outcome by providing support.

advantageous indicator

Indicates a sign that points to a beneficial situation or outcome.

helpful determinant

Suggests that a factor plays a role in positively determining an outcome.

constructive influence

Highlights the positive and building nature of the factor's influence.

uplifting sign

Emphasizes the encouraging nature of the factor, pointing towards a good result.

positive correlation

Focuses on the statistical relationship where an increase in one variable is associated with an increase in another.

leading indicator

Highlights that the variable is predictive of future economic or financial activity.

FAQs

How is a "positive predictor" used in statistical analysis?

In statistical analysis, a "positive predictor" indicates a variable that shows a direct relationship with another variable, meaning as one increases, the other is likely to increase as well. This relationship is often quantified using correlation coefficients or regression analysis.

What are some alternatives to using "positive predictor" in academic writing?

Depending on the context, alternatives to "positive predictor" could include "favorable indicator", "beneficial influence", or "promising factor". These alternatives can help vary your language while maintaining clarity.

Is it accurate to assume a "positive predictor" always guarantees a specific outcome?

No, a "positive predictor" doesn't guarantee an outcome. It only indicates a higher likelihood of that outcome occurring. Other factors can influence the final result, so it's essential to consider the overall context and other relevant variables.

What's the difference between a "positive predictor" and a "negative predictor"?

A "positive predictor" suggests that an increase in one variable is associated with an increase in another, while a "negative predictor" indicates that an increase in one variable is associated with a decrease in the other. They describe opposite relationships between variables.