About

Areas of specialism

Inclusive Design, Co-design, Behavioural Science, Digital health

Research

Research interests

Research projects

Teaching

Sustainable development goals

My research interests are related to the following:

Publications

Lanyun Zhang, Jingyi Yang, Haiou Zhu (2024)Investigating the Design of Online Health Consultation Platforms and Patient Experience: An Exploratory Study, In: Springer Series in Design and Innovationpp. 303-315
Lanyun Zhang, Yan He, Haiou Zhu (2022)Can Electromyography and Subjective Metrics Work Better Together? Exploring Dynamic Muscle Fatigue to Promote the Design of Health and Fitness Technology, In: M M Soares, E Rosenzweig, A Marcus (eds.), DESIGN, USER EXPERIENCE, AND USABILITY: DESIGN FOR EMOTION, WELL-BEING AND HEALTH, LEARNING, AND CULTURE, PT II13322pp. 223-237 Springer Nature

The assessment of local muscle fatigue during dynamic exercises is viewed as essential, since people tend to maximise effective muscle training and minimise harmful muscle injuries. This study aims to investigate how surface electromyography (sEMG) and subjective metrics together can play a role in dynamic muscle fatigue prediction during exercises to promote the design of health and fitness technology. 20 healthy male participants were recruited in the experiment, and sEMG and self-reported data were collected. Features in temporal and spatial domain were extracted from sEMG data, such as RMS (root mean square) and FInsm5 (spectral parameter proposed by Dimitrov). Our results showed that some sEMG features indicated directional changes with the increase of dynamic muscle fatigue. Spearman correlation analysis indicated that Borg ratings had strong correlations with RMS and FInsm5 (spectral parameter proposed by Dimitrov) slopes. Then this paper discusses how to use sEMG and Borg data to evaluate muscle fatigue during exercises. A framework is proposed based on the joint analysis of spectra and amplitudes across RMS and FInsm5 slopes. This paper further discusses how to design health and fitness technology for the benefits and the limitations of the study.

E. Liu, Haiou Zhu, Qing Liu, Thomas Bilaliib Udimal (2022)Regional Economic Forecasting Method Based on Recurrent Neural Network, In: Mathematical problems in engineering20223058947pp. 1-6
Tingting Wang, Shuxian Qian, Haiou Zhu, Richard Goossens, Guido Giunti, Marijke Melles (2024)Building Understanding of Experience Design in Digital Health: Preliminary Results Based on Semi-Structured Interviews, In: Springer Series in Design and Innovationpp. 317-331
Haiou Zhu, E. Liu, Fangzhou You, Cees de Bont, Thorsten Gruber, Hua Dong, Marijke Melles (2024)The Effect of Psychological Scarcity on Health Decisions of Rural Residents in China: Preliminary Results, In: Springer Series in Design and Innovationpp. 121-134
Shannon Maloney, Thomas Henning, Haiou Zhu, Benjamin Martin, Verena Hinze, Jesus Montero-Marin, Anne Maj van der Velden, Joseph Moore, Katrin Wilhelm, Tessa Lomax, Madeline G Reinecke, Edmond Awad, Joseph Boyle, William Fleming, Laura Taylor, Matthew Broome, Christopher Thorogood, Gaia Scerif, Yadvinder Malhi, Ilina Singh, Willem Kuyken (2026)Mechanisms underpinning flourishing at the interface of humans and other natural entities: an umbrella review, In: The Lancet. Planetary health10(7)101450 Elsevier Ltd

Ecological-collective-flourishing (e-co-flourishing) describes the interconnected flourishing of human and non-human natural entities. Despite existing conceptual frameworks, translation into practice remains inadequate owing to insufficient synthesis of empirically tested mechanisms driving change across human and ecological systems. We conducted an umbrella review of systematic reviews examining mechanisms at the e-co-flourishing interface. Searches of seven databases and four grey literature sources identified nine eligible reviews. Evidence supported several cross-domain mechanisms, including psychological (eg, attention restoration and reduced stress), social (eg, cohesion and contact), physical (eg, activity), and environmental pathways (eg, reduced stressors and enhanced environmental quality). Psychological mechanisms showed the most consistent support, whereas evidence for other mechanism domains was mixed. Evidence for causality was weak and largely derived from cross-sectional and qualitative studies, and no reviews examined reciprocal mechanisms influencing both human and non-human flourishing. Future research should prioritise rigorous designs, theory-driven testing, and replication to strengthen evidence for equitable and sustainable e-co-flourishing pathways.

Haiou Zhu, Thorsten Gruber, Hua Dong (2020)Value and Values in Inclusive Design, In: Q Gao, J Zhou (eds.), HUMAN ASPECTS OF IT FOR THE AGED POPULATION. TECHNOLOGIES, DESIGN AND USER EXPERIENCE, ITAP 2020 PT I12207pp. 109-122 Springer Nature

As an ethical design approach embedding with the human value of inclusiveness, inclusive design could contribute to economic value creation. However, research on the relationship between economic value and human values in inclusive design has seldom been explored. This preliminary literature review focuses on how value and values have been discussed in inclusive design research. The findings first present the evolving conceptions of inclusive design that formulate and transform the understanding of value and values. Then, existing literature on the economic value of inclusive design, and inclusive design for human values at both individual and social levels are reviewed respectively. We categorize these disparate discussions into 'value creation' and 'value distribution' and propose opportunities for an integrated approach that would bridge discussions on the economic value and human values in future research.

Gubing Wang, Haiou Zhu (2024)Editorial: Co-design towards positive change, In: Proceedings of DRS
E. Liu, Qing Liu, Thomas Bilaliib Udimal, Haiou Zhu, Mohammed Yousif (2023)Relationship Between Enterprise Talent Management and Performance Based on the Structural Equation Model Method, In: Applied mathematics and nonlinear sciences8(1)pp. 459-466
Tingting Wang, Haiou Zhu, Shuxian Qian, Guido Giunti, Richard Goossens, Marijke Melles (2024)Designing digital patient experiences: The digital health design framework, In: Applied ergonomics119104289 Elsevier

Background: Digital health (DH) brings considerable benefits, but it comes with potential risks. Human Factors (HF) play a critical role in providing high-quality and acceptable DH solutions. Consultation with designers is crucial for reflecting on and improving current DH design practices. Objectives: We investigated the general DH design processes, challenges, and corresponding strategies that can improve the digital patient experience (PEx). Methods: A semi-structured interview study with 24 design professionals. All audio recordings were transcribed, deidentified, grammatically corrected, and imported into ATLAS.ti for data analysis. Three coders participated in data coding following the thematic analysis approach. Results: We identified eight DH design stages and grouped them into four phases: preparation, problem-thinking, problem-solving, and implementation. The analysis presented twelve design challenges associated with contextual, practical, managerial, and commercial aspects that can hinder the design process. We identified eight common strategies used by respondents to tackle these challenges. Conclusions: We propose a Digital Health Design (DHD) framework to improve the digital PEx. It provides an overview of design deliverables, activities, stakeholders, challenges, and corresponding strategies for each design stage.

Shannon Maloney, Joseph Moore, Katrin Wilhelm, Jesus Montero-Marin, Verena Hinze, Anne Maj van der Velden, Tessa Lomax, Haiou Zhu, Madeline Reinecke, Edmond Awad, Joseph Scott Boyle, William Fleming, Laura Taylor, Matthew Broome, Christopher Thorogood, Yadvinder Malhi, Kearnan Myall, Ilina Singh, Willem Kuyken (2026)Ecological-collective-flourishing (e-co-flourishing): a framework to guide innovation and research, In: The Lancet. Planetary health10(7)101490 Elsevier Ltd

Converging ecological and social crises have exposed the limits of prevailing models of human progress, highlighting the need for more inclusive and interdisciplinary approaches to advancing wellbeing and flourishing across human and non-human life. In this Personal View, we propose an ecological-collective-flourishing (e-co-flourishing) approach, whereby one’s own human flourishing is pursued along with that of natural ecosystems and their collective and individual constituents. We offer a heuristic translational framework that includes a methodological approach; guiding principles; and proposed programme theory in terms of hypothesised outcomes, pathways of change (mechanisms), key contextual factors (moderators), and intervention characteristics. This framework aims to bridge theory to real-world applications of e-co-flourishing interventions that are effective, scalable, and promote change through targeted mechanisms of action. We present Mindfulness-Based Cognitive Therapy-Balanced Living for Us and the Earth’s Ocean (MBCT-BLUE) as an illustrative application of this framework to outline how the framework can be used to identify, refine, develop, and evaluate interventions with e-co-flourishing potential. We also provide definitions of key conceptual terms and proxy measurements. Practitioners, researchers, and decision makers working at the interface of mental health, public health, sustainability, and planetary health can use this framework and its resources to guide emerging research and innovation.

Haiou Zhu, Fangzhou You, Thorsten Gruber, Hua Dong, Cees de Bont (2025)Effects of Perceived Scarcity on Mental Health, Time and Risk Preferences, and Decision-Making During and After COVID-19 Lockdown: Quasi-Natural Experimental Study, In: JMIR public health and surveillance1169496pp. e69496-e69496 Jmir Publications, Inc

Background: The COVID-19 lockdowns led to significant resource constraints, potentially impacting mental health and decision-making behaviors. Understanding the psychological and behavioral consequences could inform designing interventions to mitigate the negative impacts of episodic scarcity during crises like pandemics. Objective: To investigate the effects of perceived scarcity on mental health (stress and fear), cognitive functioning, time and risk preferences (present bias and risk aversion), and trade-offs between groceries, health, and temptation goods during and after the COVID-19 lockdown in Shanghai. Methods: A quasi-natural experiment was conducted in Shanghai during and after the COVID-19 lockdown. Web-based surveys were administered in May 2022 (during lockdown) and September 2022 (post-lockdown). Propensity score matching was used to balance demographic factors between the groups (During: n=332; After: n=339). Data were analyzed using regression analyses, controlling for potential confounders and applying propensity score matching weights. Results: Perceived scarcity was significantly higher during the lockdown (mean 7.97 (SD 2.1)) than after (mean 4.35 (SD 2.27); P