Essec\Faculty\Model\Contribution {#2216
  #_index: "academ_contributions"
  #_id: "14587"
  #_source: array:26 [
    "id" => "14587"
    "slug" => "big-data-analytics-firm-size-and-performance"
    "yearMonth" => "2024-06"
    "year" => "2024"
    "title" => "Big Data Analytics, Firm Size, and Performance"
    "description" => "CONTI, R., GODINHO DE MATOS, M. et VALENTINI, G. (2024). Big Data Analytics, Firm Size, and Performance. <i>Strategy Science</i>, 9(2), pp. 135-151."
    "authors" => array:3 [
      0 => array:3 [
        "name" => "CONTI Raffaele"
        "bid" => "B00791032"
        "slug" => "conti-raffaele"
      ]
      1 => array:1 [
        "name" => "GODINHO DE MATOS Miguel"
      ]
      2 => array:1 [
        "name" => "VALENTINI Giovanni"
      ]
    ]
    "ouvrage" => ""
    "keywords" => array:5 [
      0 => "big data"
      1 => "innovation strategy"
      2 => "productivity"
      3 => "process innovation"
      4 => "product innovation"
    ]
    "updatedAt" => "2024-10-31 13:51:19"
    "publicationUrl" => "https://doi.org/10.1287/stsc.2022.0007"
    "publicationInfo" => array:3 [
      "pages" => "135-151"
      "volume" => "9"
      "number" => "2"
    ]
    "type" => array:2 [
      "fr" => "Articles"
      "en" => "Journal articles"
    ]
    "support_type" => array:2 [
      "fr" => "Revue scientifique"
      "en" => "Scientific journal"
    ]
    "countries" => array:2 [
      "fr" => null
      "en" => null
    ]
    "abstract" => array:2 [
      "fr" => "Big data analytics (BDA) is one of the most important general-purpose technologies. Despite the increasing pervasiveness of BDA across industries and some preliminary evidence indicating that BDA adoption is positively related to firm productivity, previous studies have not fully investigated how BDA benefits actually materialize. To address this question, we explore the effect of BDA on the innovation process, a key determinant of firm productivity. Our findings indicate that both large and small firms can gain from BDA, yet size is a critical organizational attribute determining the most relevant performance gains captured: BDA benefits for value-added are particularly salient for large firms, whereas benefits for sales are more relevant in small firms. This suggests that the relative propensity to use BDA to decrease costs and enhance efficiency through process innovation vs. to increase sales through product innovation is increasing in firm size."
      "en" => "Big data analytics (BDA) is one of the most important general-purpose technologies. Despite the increasing pervasiveness of BDA across industries and some preliminary evidence indicating that BDA adoption is positively related to firm productivity, previous studies have not fully investigated how BDA benefits actually materialize. To address this question, we explore the effect of BDA on the innovation process, a key determinant of firm productivity. Our findings indicate that both large and small firms can gain from BDA, yet size is a critical organizational attribute determining the most relevant performance gains captured: BDA benefits for value-added are particularly salient for large firms, whereas benefits for sales are more relevant in small firms. This suggests that the relative propensity to use BDA to decrease costs and enhance efficiency through process innovation vs. to increase sales through product innovation is increasing in firm size."
    ]
    "authors_fields" => array:2 [
      "fr" => "Management"
      "en" => "Management"
    ]
    "indexedAt" => "2024-11-23T20:21:42.000Z"
    "docTitle" => "Big Data Analytics, Firm Size, and Performance"
    "docSurtitle" => "Journal articles"
    "authorNames" => "<a href="/cv/conti-raffaele">CONTI Raffaele</a>, GODINHO DE MATOS Miguel, VALENTINI Giovanni"
    "docDescription" => "<span class="document-property-authors">CONTI Raffaele, GODINHO DE MATOS Miguel, VALENTINI Giovanni</span><br><span class="document-property-authors_fields">Management</span> | <span class="document-property-year">2024</span>"
    "keywordList" => "<a href="#">big data</a>, <a href="#">innovation strategy</a>, <a href="#">productivity</a>, <a href="#">process innovation</a>, <a href="#">product innovation</a>"
    "docPreview" => "<b>Big Data Analytics, Firm Size, and Performance</b><br><span>2024-06 | Journal articles </span>"
    "docType" => "research"
    "publicationLink" => "<a href="https://doi.org/10.1287/stsc.2022.0007" target="_blank">Big Data Analytics, Firm Size, and Performance</a>"
  ]
  +lang: "en"
  +"_type": "_doc"
  +"_score": 8.7247925
  +"parent": null
}