Магистратура 2024/2025

Семинар наставника "Анализ больших данных в управлении персоналом"

Статус: Курс обязательный (Аналитика данных для бизнеса и экономики)

Направление: 38.04.01. Экономика

Кто читает: Департамент менеджмента

Где читается: Санкт-Петербургская школа экономики и менеджмента

Когда читается: 2-й курс, 1-3 модуль

Формат изучения: без онлайн-курса

Охват аудитории: для своего кампуса

Преподаватели: Волкова Наталья Владимировна

Прогр. обучения: Аналитика данных для бизнеса и экономики

Язык: английский

Кредиты: 2

Контактные часы: 6

Course Syllabus

Abstract

The seminar is intended for students enrolled in the track “People Analytics”. The aim of this seminar is to support students in building their individual learning trajectories and defining individual educational outcomes. In particular, the academic mentor provides students with recommendations regarding the selection of elective courses within their Major and Magolego courses from the university-wide pool and master’s thesis preparation.

Learning Objectives

• • To help students to gain necessary background in People Analytics
• • To help students to choose the individual learning path that matches to their future career development
• • To help students to create their research projects in the broad area of Human Resource management
• • To impose the sustainable development component in students' research activities

Expected Learning Outcomes

• Able to present results of analytical and research activity
• Able to talk about basic theoretical concepts of Sustainable development.
• Students choose appropriate methods of research in Human resource management
• Able to take ethical approach to work in international and multicultural teams

Course Contents

• The RACI framework
• Analytics in work trends
• HR Tech market

Assessment Elements

• Class participation
  Participation in class discussion
• Group presentation
  Group presentation for sustainable development in HRM
• Final grade
  Dashbord preparation for employee turnover

Interim Assessment

• 2024/2025 3rd module
  0.3 * Class participation + 0.4 * Final grade + 0.3 * Group presentation

Bibliography

Recommended Core Bibliography

• Nesrine Ben Yahia, Jihen Hlel, & Ricardo Colomo-Palacios. (2021). From Big Data to Deep Data to Support People Analytics for Employee Attrition Prediction. IEEE Access, 9, 60447–60458. https://doi.org/10.1109/ACCESS.2021.3074559

Recommended Additional Bibliography

• Fermin Diez, Mark Bussin, & Venessa Lee. (2019). Fundamentals of HR Analytics : A Manual on Becoming HR Analytical. Emerald Publishing Limited.

Authors

• SMIRNOVA ALYONA ALEKSANDROVNA
• VOLKOVA NATALYA VLADIMIROVNA