[HTML][HTML] Forecasting: theory and practice

F Petropoulos, D Apiletti, V Assimakopoulos… - International Journal of …, 2022 - Elsevier
Forecasting has always been at the forefront of decision making and planning. The
uncertainty that surrounds the future is both exciting and challenging, with individuals and …

[HTML][HTML] Gamification to avoid cognitive biases: An experiment of gamifying a forecasting course

NZ Legaki, K Karpouzis, V Assimakopoulos… - … Forecasting and Social …, 2021 - Elsevier
In their daily lives, people are confronted with situations where they need to form a schema
of possible future scenarios and the likelihood of them occurring, be it about climate change …

Perception value of product-service systems: Neural effects of service experience and customer knowledge

M Zhao, X Wang - Journal of Retailing and Consumer Services, 2021 - Elsevier
Digital trends in product-service system (PSS) development focus on develo** win-win
solutions for both companies and customers, particularly when considering human behavior …

The prospects of using EEG in tourism and hospitality research

SN Li, T Lyu, MX Chen… - Journal of Hospitality & …, 2022 - journals.sagepub.com
This study investigates the prospects of using electroencephalography (EEG) in tourism and
hospitality research. It first discusses the concept and importance of EEG. Then, it …

Using judgment to select and adjust forecasts from statistical models

S De Baets, N Harvey - European Journal of Operational Research, 2020 - Elsevier
Forecasting support systems allow users to choose different statistical forecasting methods.
But how well do they make this choice? We examine this in two experiments. In the first one …

Forecast selection and representativeness

F Petropoulos, E Siemsen - Management Science, 2023 - pubsonline.informs.org
Effective approaches to forecast model selection are crucial to improve forecast accuracy
and to facilitate the use of forecasts for decision-making processes. Information criteria or …

[HTML][HTML] Judgmental selection of parameters for simple forecasting models

F Petropoulos, E Spiliotis - European Journal of Operational Research, 2025 - Elsevier
In an era dominated by big data and machine and deep learning solutions, judgment has
still an important role to play in decision making. Behavioural operations are on the rise as …

Beyond Algorithm Aversion in Human-Machine Decision-Making

JW Burton, MK Stein, TB Jensen - Judgment in Predictive Analytics, 2023 - Springer
A longstanding finding in the judgment and decision-making literature is that human
decision performance can be improved with the help of a mechanical aid. Despite this …

Evaluating demand forecasting models using multi-criteria decision-making approach

Y Badulescu, AP Hameri… - Journal of advances in …, 2021 - emerald.com
Purpose Demand forecasting models in companies are often a mix of quantitative models
and qualitative methods. As there are so many existing forecasting approaches, many …

Forecasting with judgment

P Goodwin, R Fildes - The Palgrave Handbook of Operations Research, 2022 - Springer
This chapter explores the roles that human judgment plays in forecasting in organisations. It
focuses on the latest research findings to examine why, despite advances in predictive …