Concepts of Relative Importance in Recent Scientific Literature

Abstract How is the ambiguous concept of relative importance for independent variables handled in the scientific literature? We sampled from a population of recent papers with relative importance (or the equivalent) in their titles. We found widespread apparent desire to make relative-importance statements, but little self-conscious interest in interpretation or in looking at more than one specification of the concept. We were unhappy to find that a substantial fraction (one-fifth) of the papers used statistical significance to measure relative importance.

[1]  W. Kruskal.  Relative Importance by Averaging Over Orderings , 1987 .

[2]  R Lewin,et al.  How unusual are unusual events? , 1986, Science.

[3]  W. Kruskal.  Terms of Reference: Singular Confusion about Multiple Causation , 1986, The Journal of Legal Studies.

[4]  Jerry G. Thursby,et al.  Replication in Empirical Economics: The Journal of Money, Credit and Banking Project , 1986 .

[5]  Lloyd J. Dumas.  The Overburdened Economy: Uncovering the Causes of Chronic Unemployment, Inflation, and National Decline , 1986 .

[6]  Andrus Pork.  Assessing Relative Causal Importance in History , 1985 .

[7]  G. Dogu,et al.  Testing the relative importance of temperature and concentration gradients in catalyst pellets , 1984 .

[8]  William Kruskal.  Concepts of relative importance , 1984 .

[9]  D. Super.  The Relative Importance of Work: Models and Measures for Meaningful Data , 1982 .

[10]  E. Pedhazur.  Multiple Regression in Behavioral Research: Explanation and Prediction , 1982 .

[11]  Christopher H. Achen.  Interpreting and Using Regression , 1982 .

[12]  P. A. O'Rourke,et al.  Relative influence of city structure on canopy photosynthesis , 1981 .

[13]  R. Strang,et al.  The relative importance of glucose and trehalose in the nutrition of the nervous system of the locust Schistocerca americana gregaria , 1980 .

[14]  Frederick Mosteller,et al.  Representative Sampling, III: The Current Statistical Literature , 1979 .

[15]  Ellen Tobey Klass,et al.  Relative influence of sincere, insincere, and neutral symbolic models ☆ , 1979 .

[16]  L. A. Goodman,et al.  Measures of association for cross classifications , 1979 .

[17]  William Kruskal,et al.  Formulas, Numbers, Words: Statistics in Prose. , 1978 .

[18]  A. Rimm,et al.  Relative importance of the effect of family environment and heredity on obesity , 1977, Annals of human genetics.

[19]  M. Lewis-Beck.  The Relative Importance of Socioeconomic and Political Variables For Public Policy , 1977 .

[20]  Jess B. Yawitz.  The Relative Importance of Duration and Yield Volatility on Bond Price Volatility: Comment , 1977 .

[21]  R. Diseker,et al.  Relative importance of variables in determination of practice location: a pilot study. , 1976, Social science & medicine.

[22]  J. Elashoff,et al.  Multiple Regression in Behavioral Research. , 1975 .

[23]  Leroy Wolins,et al.  Responsibility for Raw Data. , 1962 .

[24]  Partial Correlations in Regression Computations , 1961 .

[25]  T. Sterling.  Publication Decisions and their Possible Effects on Inferences Drawn from Tests of Significance—or Vice Versa , 1959 .

[26]  C. J. Burke,et al.  The use and misuse of the chi-square test. , 1949, Psychological bulletin.