Problem

Are geography journals worth their cost? Refer to the Geoforum (Vol. 37, 2006) study of wh...

Are geography journals worth their cost? Refer to the Geoforum (Vol. 37, 2006) study of whether the price of a geography journal is correlated with quality, presented in Exercise.

Are geography journals worth their cost? In Geoforum (Vol. 37, Nov. 2006), Simon Fraser University professor Nicholas Blomley assessed whether the price of a geography journal is correlated with quality. He collected pricing data (cost for a 1-year subscription, in U.S. dollars) for a sample of 28 geography journals. In addition to cost, three other variables were measured: journal impact factor (JIF), defined as the average number of times articles from the journal have been cited; number of citations for a journal over the past five years; and relative price index (RPI), a measure developed by economists. [ Note : A journal with an RPI less than 1.25 is considered a “good value.”] The data for the 28 geography journals are saved in the GEOJRNL file.

a. Construct a scatterplot for the variables JIF and cost. Do you detect a trend?


b. Construct a scatterplot for the variables number of cites and cost. Do you detect a trend?


c. Construct a scatterplot for the variables RPI and cost. Do you detect a trend?

Several quantitative variables were recorded for each in a sample of 28 geography journals: cost of a one-year subscription (dollars); journal impact factor (JIF), the average number of times articles from the journal have been cited; number of citations for the journals over the past five years; and relative price index (RPI). The data for the 28 journals are saved in the GEOJRNL file. Selected observations are listed in the table.

Journal

Cost ($)

JIF

Citations

RPI

J. Econ. Geogr

468

3.139

207

1.16

Prog. Hum. Geog

624

2.943

544

0.77

T. I. Brit. Geogr

499

2.388

249

1.11

Econ. Geogr.

90

2.325

173

0.30

A. A. A. Geogr.

698

2.115

377

0.93

.

.

.

.

.

.

.

.

.

.

.

.

.

.

.

Geogr.Anal.

213

0.902

106

0.88

Geogr.J.

223

0.857

81

0.94

J. Econ. Geogr 

468

0.853

74

3.38

Based on Blomley, N. “Is this journal worth US$1118?” Geoforum , Vol. 37, No. 6, p. 118 (Tables 1, 2, and 3).

a. Fit a straight-line model relating cost ( y ) to JIF ( x ). Give a practical interpretation of the estimated slope of the line.


b. Within how many dollars can you expect to predict cost?


c. Find and interpret a 95% confidence interval for the slope.


d. Repeat parts ac for a line relating cost ( y ) to number of citations ( x ).


e. Repeat parts ac for a line relating cost ( y ) to RPI ( x ).

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