I point you in the direction of any history on Rome, even Mc'Kay's "History of Western Societ" mentions it on p 150 ff in its grand discourse on world history. No it was not that army life was not attractive, it was a dearth of manpower in Rome. If you have time, read the books I listed above as well and you will see how significant the problem was.
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