Informações sobre o curso

100% online

Comece imediatamente e aprenda em seu próprio cronograma.

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.

Aprox. 14 horas para completar

Sugerido: 5 hours/week...

Inglês

Legendas: Inglês

100% online

Comece imediatamente e aprenda em seu próprio cronograma.

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.

Aprox. 14 horas para completar

Sugerido: 5 hours/week...

Inglês

Legendas: Inglês

Programa - O que você aprenderá com este curso

Semana
1
3 horas para concluir

THE INNOVATION DECISION

We provide a general discussion of innovation as problem-solving and we link the discuss the building blocks of the scientific approach to innovation decisions – from how to formulate the problem, to how to formulate the hypotheses and the theory, and how to test them. The whole discussion will be framed and applied to concrete managerial problems, including a discussion of the specific managerial tools that facilitate the application of a scientific approach to innovation management....
14 vídeos (total de (Total 106 mín.) min), 3 leituras, 1 teste
14 videos
Operation efficiency vs strategic efficiency3min
What data can and cannot do4min
Strategic efficiency4min
What does the scientific approach do: the Galilean manager5min
Inkdome case5min
What is innovation7min
The structure of the innovation decision15min
Risk and Uncertainty11min
Type I and type II errors in innovation decisions6min
Interactive tour of the Museum of Failure3min
The Building blocks: Theory, Hypotheses, Tests, Analysis12min
Formulate and apply theories to managerial problems11min
Tools: business model canvas and other tools8min
3 leituras
Readings & Videos10min
Recap slides10min
Background material (extended slides)10min
1 exercício prático
Week 110min
Semana
2
4 horas para concluir

THEORY AND DATA FOR INNOVATION MANAGEMENT

We provide more details about the scientific approach and we introduce probabilities to understand how and why certain decisions lead to some outcomes instead of others and how to make better decisions. We also focus on how to formulate and test hypotheses in practice, and how to interpret these tests. We finally discuss how to design and run experiments. NB: some videos may contain a downloadable database; please, download it and follow the in-video instructions...
16 vídeos (total de (Total 140 mín.) min), 3 leituras, 3 testes
16 videos
Conditional probabilities and the Bayes Theorem12min
The scientific approach15min
Using the organization to set the decision rule7min
How to derive hypotheses from a theory6min
Hypotheses and their context [p values don’t always matter]5min
Cases4min
Design and logic of hypothesis testing (download the attached datasets)12min
The use of experiments in innovation management11min
Randomized Control Trials7min
Split and multivariate tests12min
Quasi Experimental Design6min
Innovation metrics11min
Metrics validity and reliability5min
Metrics validity7min
Metrics reliability8min
3 leituras
Readings & Videos10min
Recap slides10min
Background material (extended slides)10min
3 exercícios práticos
Exercise 115min
Exercise 215min
Week 210min
Semana
3
2 horas para concluir

DATA ANALYSIS

We cover the basics of data analysis, beginning with the distinction between correlation and causality in the analysis of data. We also teach how to make predictions using regression analysis and link these methods to the scientific approach, showing what role these analyses play, how they help to make scientific decisions and why. We complement this with real examples of companies using data to make innovation decisions. We close by discussing how to interpret these analyses and results critically to make sure we understand what we really learn from the analyses and when, how and why we should interpret our results cautiously and critically....
8 vídeos (total de (Total 63 mín.) min), 3 leituras, 1 teste
8 videos
Regression analysis: Theory11min
Regression analysi: Application9min
Interview with Mimoto: paving the way for electric mobility using a scientific approach8min
Interview with Eni Gas and Power: leveraging big data to uncover customer preferences8min
Using data to answer important questions at Google3min
How firms and startups can gather and analyze data to test hypotheses6min
Reflection critical evaluation5min
3 leituras
Readings & Videos10min
Recap slides10min
Background material (extended slides)10min
1 exercício prático
Week 310min
Semana
4
2 horas para concluir

ADVANCED TOOLS FOR INNOVATION MANAGEMENT DECISIONS

This is s a more advanced part in which we discuss causality and provide the students with some broad exposure to big data and machine learning, and we discuss what they can do for managerial decisions.We provide a general wrap-up and conclusion of the course, including a discussion of when the scientific approach is most appropriate or has limitations. This helps to see when to apply it, or when to apply other approaches, including our own gut feelings. NB: some videos may contain a downloadable database; please, download it and follow the in-video instructions...
7 vídeos (total de (Total 53 mín.) min), 3 leituras, 1 teste
7 videos
Difference-in-difference approach: Examples (download the attached datasets)9min
Instrumental variables: Theory (download the attached datasets)9min
Instrumental variables: Examples (download the attached datasets)5min
Data science vs causal links4min
Machine learning for innovation management decisions5min
Summary, conclusions, limitations of the scientific approach8min
3 leituras
Readings & Videos10min
Recap slides10min
Background material (extended slides)10min
1 exercício prático
Week 410min

Instrutores

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Alfonso Gambardella

Professor of Corporate Management
Management and Technology
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Arnaldo Camuffo

Professor of Business Organization
Management and Technology
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Chiara Spina

Lecturer and Ph.D. Candidate
Management and Technology

Sobre Universidade Luigi Bocconi

Our ambition is to develop students' potential and foster knowledge in Business, Economics and Law through innovative learning and research activities in a multicultural environment. Bocconi is a community that constantly innovates teaching and learning technologies and that strongly believes in the power of life-long learning and networking. Now available online....

Perguntas Frequentes – FAQ

  • Ao se inscrever para um Certificado, você terá acesso a todos os vídeos, testes e tarefas de programação (se aplicável). Tarefas avaliadas pelos colegas apenas podem ser enviadas e avaliadas após o início da sessão. Caso escolha explorar o curso sem adquiri-lo, talvez você não consiga acessar certas tarefas.

  • Quando você adquire o Certificado, ganha acesso a todo o material do curso, incluindo avaliações com nota atribuída. Após concluir o curso, seu Certificado eletrônico será adicionado à sua página de Participações e você poderá imprimi-lo ou adicioná-lo ao seu perfil no LinkedIn. Se quiser apenas ler e assistir o conteúdo do curso, você poderá frequentá-lo como ouvinte sem custo.

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