Table 3 OLS regression models of the effects of interpretability and reliability of dataset on downloads.

From: Unfolding the downloads of datasets: A multifaceted exploration of influencing factors

Model Variables

Model (1)

Model (2)

Model (3)

Model (4)

Description_length

 

−0.489***

 

−0.353***

  

(0.0688)

 

(0.0571)

Dale_chall

 

0.0819***

 

0.0705***

  

(0.00180)

 

(0.00161)

Institution_rank

  

0.0670***

0.0667***

   

(0.00197)

(0.00194)

Related_citation

  

0.277***

0.252***

   

(0.00486)

(0.00474)

Publication_duration

−0.260***

−0.181***

−0.252***

−0.183***

 

(0.00278)

(0.00346)

(0.00266)

(0.00324)

File_num

0.920***

0.842***

0.799***

0.739***

 

(0.00871)

(0.00869)

(0.00837)

(0.00833)

File_size

0.0522***

0.0525***

0.0609***

0.0590***

 

(0.00495)

(0.00481)

(0.00475)

(0.00462)

subject_num

0.00354***

−0.00567***

0.0122***

0.00439***

 

(0.00119)

(0.00119)

(0.00122)

(0.00122)

Re3data_fairsharing

0.0742***

0.0813***

0.0706***

0.0773***

 

(0.00281)

(0.00292)

(0.00282)

(0.00288)

_cons

0.125***

0.0313***

0.0987***

0.0178***

 

(0.00428)

(0.00507)

(0.00404)

(0.00469)

N

55473

55473

55473

55473

R2

0.533

0.569

0.600

0.627

adj. R2

0.533

0.569

0.600

0.627

  1. Standard errors in parentheses.
  2. *p < 0.1, **p < 0.05, ***p < 0.01.