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  <front>
    <journal-meta>
      <journal-id journal-id-type="issn">2411-3336</journal-id>
      <journal-id journal-id-type="eissn">2541-9404</journal-id>
      <journal-title-group>
        <journal-title xml:lang="ru">Записки Горного института</journal-title>
        <journal-title xml:lang="en">Journal of Mining Institute</journal-title>
      </journal-title-group>
      <publisher>
        <publisher-name xml:lang="ru">Санкт-Петербургский горный университет императрицы Екатерины ΙΙ</publisher-name>
        <publisher-name xml:lang="en">Empress Catherine II Saint Petersburg Mining University</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id custom-type="edn" pub-id-type="custom">DRHFAN</article-id>
      <article-id custom-type="pmi" pub-id-type="custom">pmi-16013</article-id>
      <article-id pub-id-type="uri">https://pmi.spmi.ru/pmi/article/view/16013</article-id>
      <article-categories>
        <subj-group subj-group-type="section-heading" xml:lang="ru">
          <subject>Геотехнология и инженерная геология</subject>
        </subj-group>
        <subj-group subj-group-type="section-heading" xml:lang="en">
          <subject>Geotechnical Engineering and Engineering Geology</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title xml:lang="en">An innovative approach to injury prevention in mining companies through human factor management</article-title>
        <trans-title-group xml:lang="ru">
          <trans-title>Инновационный подход к профилактике травм на горнодобывающих предприятиях на основе управления человеческим фактором</trans-title>
        </trans-title-group>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="eastern">
            <surname>Kabanov</surname>
            <given-names>Evgenii I.</given-names>
          </name>
          <name-alternatives>
            <name name-style="eastern" xml:lang="ru">
              <surname>Кабанов</surname>
              <given-names>Е. И.</given-names>
            </name>
            <name name-style="western" xml:lang="en">
              <surname>Kabanov</surname>
              <given-names>Evgenii I.</given-names>
            </name>
          </name-alternatives>
          <email>kabanov_ei@pers.spmi.ru</email>
          <contrib-id contrib-id-type="orcid">0000-0001-7580-9099</contrib-id>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <aff-alternatives id="aff1">
          <aff>
            <institution xml:lang="ru">Санкт-Петербургский горный университет императрицы Екатерины II (Санкт-Петербург, Россия)</institution>
          </aff>
          <aff>
            <institution xml:lang="en">Empress Catherine II Saint Petersburg Mining University (Saint Petersburg, Russia)</institution>
          </aff>
        </aff-alternatives>
        <contrib contrib-type="author">
          <name name-style="eastern">
            <surname>Tumanov</surname>
            <given-names>Maxim V.</given-names>
          </name>
          <name-alternatives>
            <name name-style="eastern" xml:lang="ru">
              <surname>Туманов</surname>
              <given-names>М. В.</given-names>
            </name>
            <name name-style="western" xml:lang="en">
              <surname>Tumanov</surname>
              <given-names>Maxim V.</given-names>
            </name>
          </name-alternatives>
          <email>tumanov_mv@pers.spmi.ru</email>
          <contrib-id contrib-id-type="orcid">0000-0003-3795-1005</contrib-id>
          <xref ref-type="aff" rid="aff2"/>
        </contrib>
        <aff-alternatives id="aff2">
          <aff>
            <institution xml:lang="ru">Санкт-Петербургский горный университет императрицы Екатерины II (Санкт-Петербург, Россия)</institution>
          </aff>
          <aff>
            <institution xml:lang="en">Empress Catherine II Saint Petersburg Mining University (Saint Petersburg, Russia)</institution>
          </aff>
        </aff-alternatives>
        <contrib contrib-type="author">
          <name name-style="eastern">
            <surname>Smetanin</surname>
            <given-names>Vasilii S.</given-names>
          </name>
          <name-alternatives>
            <name name-style="eastern" xml:lang="ru">
              <surname>Сметанин</surname>
              <given-names>В. С.</given-names>
            </name>
            <name name-style="western" xml:lang="en">
              <surname>Smetanin</surname>
              <given-names>Vasilii S.</given-names>
            </name>
          </name-alternatives>
          <email>SmetaninVS@suek.ru</email>
          <contrib-id contrib-id-type="orcid">0000-0003-2390-3045</contrib-id>
          <xref ref-type="aff" rid="aff3"/>
        </contrib>
        <aff-alternatives id="aff3">
          <aff>
            <institution xml:lang="ru">АО «СУЭК-Кузбасс» (Ленинск-Кузнецкий, Россия)</institution>
          </aff>
          <aff>
            <institution xml:lang="en">AO SUEK-Kuzbass (Leninsk-Kuznetsky, Russia)</institution>
          </aff>
        </aff-alternatives>
        <contrib contrib-type="author">
          <name name-style="eastern">
            <surname>Romanov</surname>
            <given-names>Konstantin V.</given-names>
          </name>
          <name-alternatives>
            <name name-style="eastern" xml:lang="ru">
              <surname>Романов</surname>
              <given-names>К. В.</given-names>
            </name>
            <name name-style="western" xml:lang="en">
              <surname>Romanov</surname>
              <given-names>Konstantin V.</given-names>
            </name>
          </name-alternatives>
          <email>kabanov_ei@pers.spmi.ru</email>
          <contrib-id contrib-id-type="orcid">0000-0002-7315-0056</contrib-id>
          <xref ref-type="aff" rid="aff4"/>
        </contrib>
        <aff-alternatives id="aff4">
          <aff>
            <institution xml:lang="ru">Военный институт физической культуры (Санкт-Петербург, Россия)</institution>
          </aff>
          <aff>
            <institution xml:lang="en">Military Institute of Physical Education (Saint Petersburg, Russia)</institution>
          </aff>
        </aff-alternatives>
      </contrib-group>
      <pub-date pub-type="epub" iso-8601-date="2023-10-27">
        <day>27</day>
        <month>10</month>
        <year>2023</year>
      </pub-date>
      <pub-date date-type="collection">
        <year>2023</year>
      </pub-date>
      <volume>263</volume>
      <fpage>774</fpage>
      <lpage>784</lpage>
      <history>
        <date date-type="received" iso-8601-date="2022-10-13">
          <day>13</day>
          <month>10</month>
          <year>2022</year>
        </date>
        <date date-type="accepted" iso-8601-date="2023-10-11">
          <day>11</day>
          <month>10</month>
          <year>2023</year>
        </date>
        <date date-type="rev-recd" iso-8601-date="2023-10-27">
          <day>27</day>
          <month>10</month>
          <year>2023</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© Evgenii I. Kabanov, Maxim V. Tumanov, Vasilii S. Smetanin, Konstantin V. Romanov</copyright-statement>
        <copyright-year>2023</copyright-year>
        <copyright-holder xml:lang="ru">Е. И. Кабанов, М. В. Туманов, В. С. Сметанин, К. В. Романов</copyright-holder>
        <copyright-holder xml:lang="en">Evgenii I. Kabanov, Maxim V. Tumanov, Vasilii S. Smetanin, Konstantin V. Romanov</copyright-holder>
        <license xlink:href="http://creativecommons.org/licenses/by/4.0">
          <license-p>CC BY 4.0</license-p>
        </license>
      </permissions>
      <self-uri xlink:type="simple" xlink:href="https://pmi.spmi.ru/pmi/article/view/16013">https://pmi.spmi.ru/pmi/article/view/16013</self-uri>
      <abstract xml:lang="ru">
        <p>Обосновано влияние человеческой ошибки на риск травмирования персонала горнодобывающих предприятий. В ходе анализа существующих подходов к оценке профессиональных рисков доказана актуальность разработки метода количественной оценки риска травмирования горнорабочих, учитывающего их индивидуальные психофизиологические качества. Приведены результаты комплексного исследования, заключающегося в определении влияния индивидуальных психических и физических качеств работника на его склонность к производственным травмам в условиях ведения подземных горных работ. Статистическая обработка данных методами дискриминантного и регрессионного анализа позволила получить модели расчета ожидаемого персонального риска травмирования горнорабочих. На основании разработанных количественных моделей предложен метод оценки склонности горнорабочих к травмам, описан алгоритм его практического применения, проведена апробация на тестовой выборке. Приведены рекомендации по управлению человеческим фактором с учетом результатов применения предложенного метода, указана необходимость реализации комплекса защитных мероприятий по снижению риска травмирования персонала при подземной разработке месторождений.</p>
      </abstract>
      <abstract xml:lang="en">
        <p>This study argues that human error has an effect on occupational injury risks in mining companies. It shows through an analysis of existing approaches to occupational risk assessment that it is necessary to develop a quantitative assessment method factoring in individual psychophysiological attributes in order to analyze injury risks posed to miners. The article presents the results of a comprehensive analysis of how workers’ psychophysiological attributes influence their susceptibility to occupational injuries in underground mining conditions. By utilizing statistical data processing methods, such as discriminant and regression analysis, the study develops models to forecast personal injury risks among miners. These quantitative models underlie the proposed method for assessing miners’ susceptibility to injuries. The study outlines an algorithm for the practical application of this method and shows how the method was validated using a training sample. It provides recommendations for managing the human factor, incorporating the results of the proposed method, and emphasizes the importance of implementing a series of protective measures to mitigate the risk of occupational injuries in underground mining operations.</p>
      </abstract>
      <kwd-group xml:lang="ru">
        <title>Ключевые слова</title>
        <kwd>горнодобывающее предприятие</kwd>
        <kwd>производственный травматизм</kwd>
        <kwd>человеческий фактор</kwd>
        <kwd>психофизиологические качества</kwd>
        <kwd>риск-ориентированный подход</kwd>
        <kwd>управление риском</kwd>
        <kwd>профессиональный отбор</kwd>
        <kwd>управление персоналом</kwd>
      </kwd-group>
      <kwd-group xml:lang="en">
        <title>Keywords</title>
        <kwd>mining company</kwd>
        <kwd>industrial injuries</kwd>
        <kwd>human factor</kwd>
        <kwd>psychophysiological attributes</kwd>
        <kwd>risk-based approach</kwd>
        <kwd>risk management</kwd>
        <kwd>professional selection</kwd>
        <kwd>human resource management</kwd>
      </kwd-group>
      <funding-group>
        <funding-statement xml:lang="ru">Исследование проведено за счет субсидии на выполнение государственного задания в сфере научной деятельности на 2021 г. № FSRW-2020-001.</funding-statement>
        <funding-statement xml:lang="en">The study was supported by a government grant N FSRW-2020-001 for conducting research in 2021.</funding-statement>
      </funding-group>
    </article-meta>
  </front>
  <body/>
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