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      <item>
        <name>
          <family>Manfrin</family>
          <given>Andrea</given>
        </name>
        <id>AManfrin@uclan.ac.uk</id>
        <orcid>0000-0003-3457-9981</orcid>
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    <title>Nature 2019 PhD Survey</title>
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      <item>2023sch_P_BS</item>
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    <keywords>Doctoral students, Higher education, Predictors, Satisfaction</keywords>
    <abstract>This quantitative data was downloaded from the Nature 2019 PhD Survey. The survey was a large-scale study including students from six continents (https://www.shift-learning.co.uk/).  Written permission to download the data set and perform a second analysis was requested and obtained on July 8th, 2022. The downloaded data was completely anonymised and stripped of any identifiable references to the participants</abstract>
    <date>2019-11-13</date>
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    <publisher>Nature</publisher>
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