array:19 [
  "pii" => "13117428"
  "issn" => "18866581"
  "estado" => "S300"
  "fechaPublicacion" => "2008-01-01"
  "documento" => "article"
  "licencia" => "http://www.elsevier.com/open-access/userlicense/1.0/"
  "subdocumento" => "fla"
  "cita" => "Apunts. Medicina de l'Esport. 2008;43:41-4"
  "abierto" => array:3 [
    "ES" => false
    "ES2" => false
    "LATM" => false
  ]
  "gratuito" => false
  "lecturas" => array:2 [
    "total" => 1831
    "formatos" => array:3 [
      "EPUB" => 162
      "HTML" => 1495
      "PDF" => 174
    ]
  ]
  "Traduccion" => array:1 [
    "ct" => array:16 [
      "pii" => "XX886658108174034"
      "issn" => "X8866581"
      "estado" => "S300"
      "fechaPublicacion" => "2008-01-01"
      "documento" => "article"
      "licencia" => "http://www.elsevier.com/open-access/userlicense/1.0/"
      "subdocumento" => "fla"
      "cita" => "Apunts. Medicina de l'Esport. 2008;43:41-4"
      "abierto" => array:3 [
        "ES" => false
        "ES2" => false
        "LATM" => false
      ]
      "gratuito" => false
      "lecturas" => array:2 [
        "total" => 3734
        "formatos" => array:3 [
          "EPUB" => 213
          "HTML" => 2484
          "PDF" => 1037
        ]
      ]
      "ct" => array:11 [
        "idiomaDefecto" => true
        "titulo" => "Predicció de lesions esportives mitjançant models matemàtics"
        "tienePdf" => "ct"
        "tieneTextoCompleto" => "ct"
        "tieneResumen" => array:2 [
          0 => "es"
          1 => "en"
        ]
        "paginas" => array:1 [
          0 => array:2 [
            "paginaInicial" => "41"
            "paginaFinal" => "44"
          ]
        ]
        "titulosAlternativos" => array:1 [
          "es" => array:1 [
            "titulo" => "Predicting sports injuries by means of mathematical models"
          ]
        ]
        "contieneResumen" => array:2 [
          "es" => true
          "en" => true
        ]
        "contieneTextoCompleto" => array:1 [
          "ct" => true
        ]
        "contienePdf" => array:1 [
          "ct" => true
        ]
        "autores" => array:1 [
          0 => array:2 [
            "autoresLista" => "Antonio Fernández Martínez, Juan Carlos de la Cruz Márquez, Belén Cueto Martín, Santiago Salazar Alonsoc, Juan Carlos de la Cruz Campos"
            "autores" => array:5 [
              0 => array:2 [
                "nombre" => "Antonio"
                "apellidos" => "Fernández Martínez"
              ]
              1 => array:2 [
                "nombre" => "Juan Carlos"
                "apellidos" => "de la Cruz Márquez"
              ]
              2 => array:2 [
                "nombre" => "Belén"
                "apellidos" => "Cueto Martín"
              ]
              3 => array:2 [
                "nombre" => "Santiago"
                "apellidos" => "Salazar Alonsoc"
              ]
              4 => array:2 [
                "nombre" => "Juan Carlos"
                "apellidos" => "de la Cruz Campos"
              ]
            ]
          ]
        ]
      ]
      "idiomaDefecto" => "ct"
      "Traduccion" => array:2 [
        "en" => array:8 [
          "pii" => "13117428"
          "estado" => "S300"
          "subdocumento" => ""
          "abierto" => array:3 [
            "ES" => false
            "ES2" => false
            "LATM" => false
          ]
          "gratuito" => false
          "lecturas" => array:1 [
            "total" => 0
          ]
          "idiomaDefecto" => "en"
          "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/13117428?idApp=UINPBA00004N"
        ]
        "es" => array:8 [
          "pii" => "X0213371708174282"
          "estado" => "S300"
          "subdocumento" => ""
          "abierto" => array:3 [
            "ES" => false
            "ES2" => false
            "LATM" => false
          ]
          "gratuito" => false
          "lecturas" => array:1 [
            "total" => 0
          ]
          "idiomaDefecto" => "es"
          "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/X0213371708174282?idApp=UINPBA00004N"
        ]
      ]
      "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/XX886658108174034?idApp=UINPBA00004N"
      "url" => "/X8866581/0000004300000157/v0_201801081413/XX886658108174034/v0_201801081414/ct/main.assets"
    ]
  ]
  "itemSiguiente" => array:16 [
    "pii" => "13117429"
    "issn" => "18866581"
    "estado" => "S300"
    "fechaPublicacion" => "2008-01-01"
    "documento" => "article"
    "licencia" => "http://www.elsevier.com/open-access/userlicense/1.0/"
    "subdocumento" => "fla"
    "cita" => "Apunts. Medicina de l'Esport. 2008;43:45-6"
    "abierto" => array:3 [
      "ES" => false
      "ES2" => false
      "LATM" => false
    ]
    "gratuito" => false
    "lecturas" => array:2 [
      "total" => 1340
      "formatos" => array:3 [
        "EPUB" => 131
        "HTML" => 1127
        "PDF" => 82
      ]
    ]
    "en" => array:6 [
      "idiomaDefecto" => true
      "titulo" => "Study of the most frequent dermal foot lesions in athletes"
      "tieneTextoCompleto" => 0
      "paginas" => array:1 [
        0 => array:2 [
          "paginaInicial" => "45"
          "paginaFinal" => "46"
        ]
      ]
      "titulosAlternativos" => array:1 [
        "es" => array:1 [
          "titulo" => "Estudio de las dermopatías que se presentan con mayor frecuencia en el pie del deportista"
        ]
      ]
      "autores" => array:1 [
        0 => array:2 [
          "autoresLista" => "Jonatan García Campos"
          "autores" => array:1 [
            0 => array:2 [
              "nombre" => "Jonatan"
              "apellidos" => "García Campos"
            ]
          ]
        ]
      ]
    ]
    "idiomaDefecto" => "en"
    "Traduccion" => array:1 [
      "ct" => array:8 [
        "pii" => "XX886658108174042"
        "estado" => "S300"
        "subdocumento" => ""
        "abierto" => array:3 [
          "ES" => false
          "ES2" => false
          "LATM" => false
        ]
        "gratuito" => false
        "lecturas" => array:1 [
          "total" => 0
        ]
        "idiomaDefecto" => "ct"
        "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/XX886658108174042?idApp=UINPBA00004N"
      ]
    ]
    "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/13117429?idApp=UINPBA00004N"
    "url" => "/18866581/0000004300000157/v0_201801081333/13117429/v0_201801081333/en/main.assets"
  ]
  "itemAnterior" => array:16 [
    "pii" => "13117427"
    "issn" => "18866581"
    "estado" => "S300"
    "fechaPublicacion" => "2008-01-01"
    "documento" => "article"
    "licencia" => "http://www.elsevier.com/open-access/userlicense/1.0/"
    "subdocumento" => "fla"
    "cita" => "Apunts. Medicina de l'Esport. 2008;43:30-40"
    "abierto" => array:3 [
      "ES" => false
      "ES2" => false
      "LATM" => false
    ]
    "gratuito" => false
    "lecturas" => array:2 [
      "total" => 3271
      "formatos" => array:3 [
        "EPUB" => 190
        "HTML" => 2594
        "PDF" => 487
      ]
    ]
    "en" => array:7 [
      "idiomaDefecto" => true
      "titulo" => "Review of physical activity strategies to prevent sports injuries"
      "tieneTextoCompleto" => 0
      "tieneResumen" => "en"
      "paginas" => array:1 [
        0 => array:2 [
          "paginaInicial" => "30"
          "paginaFinal" => "40"
        ]
      ]
      "contieneResumen" => array:1 [
        "en" => true
      ]
      "autores" => array:1 [
        0 => array:2 [
          "autoresLista" => "Luis Casáis Martínez"
          "autores" => array:1 [
            0 => array:2 [
              "nombre" => "Luis"
              "apellidos" => "Casáis Martínez"
            ]
          ]
        ]
      ]
    ]
    "idiomaDefecto" => "en"
    "Traduccion" => array:1 [
      "ct" => array:8 [
        "pii" => "XX886658108174026"
        "estado" => "S300"
        "subdocumento" => ""
        "abierto" => array:3 [
          "ES" => false
          "ES2" => false
          "LATM" => false
        ]
        "gratuito" => false
        "lecturas" => array:1 [
          "total" => 0
        ]
        "idiomaDefecto" => "ct"
        "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/XX886658108174026?idApp=UINPBA00004N"
      ]
    ]
    "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/13117427?idApp=UINPBA00004N"
    "url" => "/18866581/0000004300000157/v0_201801081333/13117427/v0_201801081333/en/main.assets"
  ]
  "en" => array:8 [
    "idiomaDefecto" => true
    "titulo" => "Predicting sports injuries by means of mathematical models"
    "tieneTextoCompleto" => 0
    "paginas" => array:1 [
      0 => array:2 [
        "paginaInicial" => "41"
        "paginaFinal" => "44"
      ]
    ]
    "autores" => array:1 [
      0 => array:3 [
        "autoresLista" => "Antonio Fernández Martínez, Juan Carlos de la Cruz Márquez, Belén Cueto Martín, Santiago Salazar Alonso, Juan Carlos de la Cruz Campos"
        "autores" => array:5 [
          0 => array:3 [
            "nombre" => "Antonio"
            "apellidos" => "Fernández Martínez"
            "referencia" => array:1 [
              0 => array:2 [
                "etiqueta" => "<span class="elsevierStyleSup">a</span>"
                "identificador" => "affa"
              ]
            ]
          ]
          1 => array:3 [
            "nombre" => "Juan Carlos"
            "apellidos" => "de la Cruz M&#225;rquez"
            "referencia" => array:1 [
              0 => array:2 [
                "etiqueta" => "<span class="elsevierStyleSup">b</span>"
                "identificador" => "affb"
              ]
            ]
          ]
          2 => array:3 [
            "nombre" => "Bel&#233;n"
            "apellidos" => "Cueto Mart&#237;n"
            "referencia" => array:1 [
              0 => array:2 [
                "etiqueta" => "<span class="elsevierStyleSup">b</span>"
                "identificador" => "affb"
              ]
            ]
          ]
          3 => array:3 [
            "nombre" => "Santiago"
            "apellidos" => "Salazar Alonso"
            "referencia" => array:1 [
              0 => array:2 [
                "etiqueta" => "<span class="elsevierStyleSup">c</span>"
                "identificador" => "affc"
              ]
            ]
          ]
          4 => array:3 [
            "nombre" => "Juan Carlos"
            "apellidos" => "de la Cruz Campos"
            "referencia" => array:1 [
              0 => array:2 [
                "etiqueta" => "<span class="elsevierStyleSup">b</span>"
                "identificador" => "affb"
              ]
            ]
          ]
        ]
        "afiliaciones" => array:3 [
          0 => array:3 [
            "entidad" => "Universidad Pablo de Olavide&#46; Facultad del Deporte&#46; Departamento de Educaci&#243;n F&#237;sica&#46; Sevilla&#46; Espa&#241;a&#46;"
            "etiqueta" => "<span class="elsevierStyleSup">a</span>"
            "identificador" => "affa"
          ]
          1 => array:3 [
            "entidad" => "Universidad de Granada&#46; Facultad de Ciencias de la Actividad F&#237;sica y el Deporte&#46; Departamento de Educaci&#243;n F&#237;sica&#46; Granada&#46; Espa&#241;a&#46;"
            "etiqueta" => "<span class="elsevierStyleSup">b</span>"
            "identificador" => "affb"
          ]
          2 => array:3 [
            "entidad" => "Instituto Vicente Espinel&#46; Junta de Andaluc&#237;a&#46; Consejer&#237;a de Educaci&#243;n&#46; M&#225;laga&#46; Espa&#241;a&#46;"
            "etiqueta" => "<span class="elsevierStyleSup">c</span>"
            "identificador" => "affc"
          ]
        ]
      ]
    ]
    "tienePdf" => false
    "tieneResumen" => true
    "resumen" => array:1 [
      "en" => array:1 [
        "resumen" => "Sports injuries affecting the lower extremities in high impact sports&#44; such as athletics or basketball&#44; can be predicted by means of logistic regression equations&#46; The first injury score was described by Shambaugh in 1991&#44; using imbalance in bilateral weight and deviation of the Q-angle of the quadriceps as dependent variables&#46; Salazar &#40;2000&#41; developed a mathematical equation to predict lesions based on Shambaugh&#39;s score and constructed through logistic regression analysis&#44; while Fern&#225;ndez &#40;2004&#41; introduced thigh thickness as a transcendence variable in the prediction of injuries&#44; leading to a more precise equation&#46; These investigations show that logistic regression analysis can be a valid method for discriminating among anthropometric parameters related to sports injuries&#44; providing a simple and reliable method that could be used in the routine practice of sports medicine&#46;"
      ]
    ]
  ]
  "idiomaDefecto" => "en"
  "url" => "/18866581/0000004300000157/v0_201801081333/13117428/v0_201801081333/en/main.assets"
  "Apartado" => array:4 [
    "identificador" => "71848"
    "tipo" => "SECCION"
    "es" => array:2 [
      "titulo" => "Special article"
      "idiomaDefecto" => true
    ]
    "idiomaDefecto" => "es"
  ]
  "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/13117428?idApp=UINPBA00004N"
]
Share
Journal Information
Vol. 43. Issue 157.
Pages 41-44 (January 2008)
Share
Share
More article options
Vol. 43. Issue 157.
Pages 41-44 (January 2008)
Full text access
Predicting sports injuries by means of mathematical models
Visits
675
Antonio Fernández Martíneza, Juan Carlos de la Cruz Márquezb, Belén Cueto Martínb, Santiago Salazar Alonsoc, Juan Carlos de la Cruz Camposb
a Universidad Pablo de Olavide. Facultad del Deporte. Departamento de Educación Física. Sevilla. España.
b Universidad de Granada. Facultad de Ciencias de la Actividad Física y el Deporte. Departamento de Educación Física. Granada. España.
c Instituto Vicente Espinel. Junta de Andalucía. Consejería de Educación. Málaga. España.
This item has received
Article information
Abstract
Statistics
Sports injuries affecting the lower extremities in high impact sports, such as athletics or basketball, can be predicted by means of logistic regression equations. The first injury score was described by Shambaugh in 1991, using imbalance in bilateral weight and deviation of the Q-angle of the quadriceps as dependent variables. Salazar (2000) developed a mathematical equation to predict lesions based on Shambaugh's score and constructed through logistic regression analysis, while Fernández (2004) introduced thigh thickness as a transcendence variable in the prediction of injuries, leading to a more precise equation. These investigations show that logistic regression analysis can be a valid method for discriminating among anthropometric parameters related to sports injuries, providing a simple and reliable method that could be used in the routine practice of sports medicine.
Apunts Sports Medicine
Article options
Tools

Are you a health professional able to prescribe or dispense drugs?