{'fraction_non_alphanumeric': 0.03112175102599179, 'fraction_numerical': 0.021203830369357045, 'mean_word_length': 5.529017857142857, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
[Comparative analysis of articles published by Spanish authors (1993-1997) in biomedical journals with high impact factor].

BACKGROUND
To identify the Spanish scientific production amongst different areas of clinical knowledge, and to compare it with those of five other European Union countries.


METHOD
Review of MEDLINE data base, for the period 1993-1997. Search limited to four journals, selected, for 10 different medical specialties (Cardiology, Endocrinology, Infectious Diseases, Gastroenterology-Hepatology, Haematology, Nephrology, Pneumology, Neurology, Oncology, Rheumatology). Articles published by authors from Germany, France, Italy, The Netherlands, Sweden and Spain. Journals included in the Internal Medicine subject classification were independently analysed. Data were also related with several econometric indexes.


RESULTS
A total of 1,763 original articles published by Spanish authors were identified in the journal's sample over the analysed period (2.08 articles per 100 all published articles). Spain contributes to the total achieved by the six European countries analysed with 9.07 articles per 100 published articles. Gastroenterology-Hepatology was the medical specially which has more articles published by Spanish authors (total: 338 articles; 4.15 articles/100 published articles); and Oncology the one with less articles published (1.26 articles/100 published articles). The mean IF value per journal by article is highest for Gastroenterology-Hepatology (4.86 FI/article) and lowest for Pneumology (2.42 FI/article). Spain is the last amongst all six European countries analyzed in Endocrinology, Oncology and Haematology, and second to last in all others except for Gastroenterology-Hepatology (4th place). Mean cost for each article produced by Spanish authors in the analyzed sample was 0.49 US $ according the health expenditures per capita, and 0.07 US $ according the R+D expenditures per capita. Data from the independent analysis of Internal Medicine journals also showed that Gastroenterology and Hepatology is the subspecialty with a higher number of papers published in those journals.


CONCLUSIONS
All efforts devoted to improve the quality of Spanish biomedical research, specially in clinical research, had produced positive, but uneven, results, measured by the number and impact factor of original articles published in top ranked biomedical journals. The overall distribution of high impact factor scientific production by specialties is poor when compared to the European Union countries included in the analysis. Those results showed several improvement opportunities. Besides increasing the overall budget for R+D, its is likely that the time has come for backing the highest quality Spanish biomedical research, the one that offers greater and better chances for achieving scientifically valid results, and is published in high impact factor biomedical journals.