Innovative Projects Research Articles

THE ROLE OF UNIVERSITIES IN ENSURING TECHNOLOGICAL INDEPENDENCE IN INNOVATIVE DEVELOPMENT

The presented scientific article analyzes the role of universities in ensuring technological independence in the context of innovative development. The current trends and key mechanisms by which universities influence the achievement of technological independence of the state are considered, as well as the prospects for the development of this area are analyzed. Special attention is paid to the importance of cooperation between universities and the business community, including active partnerships with industrial enterprises and innovative start-ups. The study also examines educational programs and technological transfers, which are valuable tools for the formation of innovations that contribute to improving the competitiveness of the national economy. The analysis reflects the active role of universities in developing innovative solutions, converting knowledge into successful commercial products and encouraging technological development of the country. Also, within the framework of this study, the importance of developing innovation clusters and technology parks is considered, which contribute to the convergence of science, business and production, and the creation of a favorable ecosystem for innovation. The role of state support for innovative projects and scientific research carried out by universities, financing mechanisms for innovative research and development are considered. The research is an analysis of the current state and prospects for the development of interaction between the academic sphere, business and the state in order to increase technological independence, strengthen innovation and stimulate sustainable economic growth. The results of this study provide material for the development of possible partnership strategies between universities, the business community and the state aimed at ensuring technological independence and sustainable development of the national innovation system, including in order to ensure technological independence and sustainable development of the national innovation system.

Managing stakeholders for implementing innovations: The case of a flood protection project in Kenya

Innovative projects, such as those for flood protection in developing countries, are urgent, stakeholder intense, and need to be carried out even in contexts where sufficient governance frameworks are not in place. This research seeks to understand how innovative projects can be implemented in weak institutional contexts by focusing on managing stakeholders in the single in-depth case study of the implementation of the SLAMDAM innovative project in the Isiolo County in Kenya. Following the analysis of 12 semi-structured interviews with 27 different stakeholders and 7 observations of stakeholder interactions, we answer the following questions: 1) what are the challenges during implementation of the innovation projects in weak-institutional contexts? 2) how are these challenges addressed through strategies? 3) how can we theorize the relationship between challenges and strategies in weak institutional contexts? The challenges include community resistance, information fragmentation, disjoined efforts, and governance inefficiency. Theoretically, we highlight how ad-hoc workarounds are operationalized in weak-institutional contexts and how they can lead to lasting changes by building governance frameworks in the long term. Practically, this research offer valuable guidance for practitioners involved in innovative projects, particularly in developing countries with weak institutional frameworks.

The Effects of Adding Particles in Texture Modified Food on Tongue Strength and Swallowing Function in Patients with Oropharyngeal Dysphagia: A Proof of Concept Study.

The use of texture modified food (TMF) is widely spread in the daily care of patients with oropharyngeal dysphagia (OD). However, TMF have been shown to have a negative impact on the patients' quality of life. Adherence rates are low, increasing the risk of malnutrition and aspiration in an already vulnerable patient population. The aim of this exploratory study was to gain insight in the feasibility of adding particles to pureed food on tongue strength, swallowing safety and efficiency in patients with OD. Ten adult participants with OD swallowed three different boluses. Bolus 1 consisted of no particles (IDDSI level 4), small and bigger particles were added in bolus 2 and 3. Tongue strength during swallowing (Pswal) was measured using the Iowa Oral Performance Instrument (IOPI). Swallow safety (penetration and aspiration) and swallow efficiency (residu) were quantified during fiberoptic endoscopic evaluation of swallowing by means of the PAS scale and Pooling score. RM Anova and Friedman tests were performed for analyzing the impact of bolus on the outcome parameters. No significant effect of bolus type on Pswal was measured. Neither the PAS nor the Pooling score differed significantly between the three different boluses. Aspiration was never observed during swallowing any bolus with particles. This preliminary study shows that the addition of particles to pureed food had no impact on Pswal, swallowing efficiency or safety in patients with OD. This innovative project is the first step in research to explore the characteristics of TMF beyond bolus volume, viscosity and temperature.

Evaluation of on-site calibration procedures for SKYNET Prede POM sun–sky photometers

Abstract. To retrieve columnar intensive aerosol properties from sun–sky photometers, both irradiance and radiance calibration factors are needed. For the irradiance the solar calibration constant, V0, which denotes the instrument counts for a direct normal solar flux extrapolated to the top of the atmosphere, must be determined. The solid view angle, SVA, is a measure of the field of view of the instrument, and it is important for obtaining the radiance from sky diffuse irradiance measurements. Each of the three sun-photometer networks considered in the present study (SKYNET, AERONET, WMO GAW) adopts different protocols of calibration, and we evaluate the performance of the on-site calibration procedures, applicable to every kind of sun–sky photometer but tested in this analysis only on SKYNET Prede POM01 instruments, during intercomparison campaigns and laboratory calibrations held in the framework of the Metrology for Aerosol Optical Properties (MAPP) European Metrology Programme for Innovation and Research (EMPIR) project. The on-site calibration, performed as frequently as possible (ideally monthly) to monitor changes in the device conditions, allows operators to track and evaluate the calibration status on a continuous basis, considerably reducing the data gaps incurred by the periodic shipments for performing centralized calibrations. The performance of the on-site calibration procedures for V0 was very good at sites with low turbidity, showing agreement with a reference calibration between 0.5 % and 1.5 % depending on wavelengths. In the urban area, the agreement decreases between 1.7 % and 2.5 %. For the SVA the difference varied from a minimum of 0.03 % to a maximum of 3.46 %.

Increasing R&D effectiveness: planning as a tool for reducing technological risk in engine development

This article presents the basics and results of applying the Lean R&D methodology in planning as a crucial tool for enhancing the success of innovative projects. By following a step-by-step process, the effectiveness of project execution is improved through a comprehensive list of key tests that increase in complexity. This approach simplifies early identification of potential issues and reduces the risk of errors during the design phase. A new lean planning method is introduced, including assessing the readiness of the designed product at the design stage based on a roadmap. It also involves analyzing the critical elements (CE) of the product and determining their current level of readiness. Additionally, a functional analysis of the CE is conducted, followed by separate planning for the development of each element. Finally, the project is checked against a set of criteria to achieve technology readiness levels (TRL+). The process of lean planning is demonstrated in the field of engine building through the case of integrated starter-generator (SG) development. Specific elements of the planning structure are considered, and a functional analysis of the SG’s CE is conducted for both internal and external primary and secondary impacts. Their interactions and control events are determined according to detailed TRL+ criteria, allowing for the reduction of technological risks, shorter project execution times, and increased efficiency in innovative technology development through the use of this planning tool

ACTUAL ISSUES OF REPRODUCTION OF FIXED ASSETS OF DOMESTIC ENTERPRISES

The article touches upon topical issues of reproduction of fixed assets of domestic enterprises in terms of their accounting, audit and strategic aspects of management. The study emphasises the necessity of constant renewal of fixed assets to ensure competitiveness, increase of labour productivity and quality of products. The main purpose of the study is to identify the key problems of managing the reproduction of fixed assets and formulate ways to solve them. To achieve the research objective, the methods of analysis and synthesis, comparative analysis and empirical methods were used. The paper emphasises the importance of improving accounting and auditing, considers the concepts of physical and moral wear and tear, as well as depreciation of fixed assets. It is determined that improving the depreciation policy is an important factor in increasing the investment activity of business entities. It is substantiated that internal audit plays an important role in providing reliable information on the process of reproduction of fixed assets, which contributes to the effective management of enterprise resources. The author defines the tasks of internal audit, including verification of the correctness of recognition and assessment of fixed assets restoration costs, reliability of information on depreciation charges, depreciation and residual value of fixed assets, control over accounting of lease transactions and transactions with investment property. The publication also discusses the strategic aspects of fixed assets reproduction, emphasising the importance of an innovative approach to improving the competitiveness of enterprises. It is noted that the implementation of innovative reproduction requires an integrated approach, including the construction of a mechanism that ensures the orientation of the market and the macroeconomic model of management to innovative forms of reproduction of fixed capital. The article pays special attention to the problems of financing innovative projects and cooperative technological chains. The article concludes by emphasising the need to form a comprehensive mechanism at the macro level, focused on the priority reproduction of fixed asset systems using the latest technologies. The paper emphasises the importance of creating a unified system of innovation and investment activities of enterprises, taking into account the interests of all participants. It stresses the expediency of using both market and non-market incentives for the reproduction of fixed assets, which will facilitate the production of competitive products and ensure the sustainable development of enterprises in the market.

Bridging the gap in patent assessment: The Index of Internal Effort framework for pharma innovations

Context: The process of assessing patents is complex, and there is a gap in the literature on patent assessment at the time of filing. Aims: To assess patent complexity and the human effort involved in research, we test the effectiveness of the Index of Internal Effort (IIE) framework using pharmaceutical patents developed within the Brazilian public sector as a proof of concept. Methods: Internal data were collected from innovation projects that included the filing of patents as a project outcome. The Spearman correlation test was applied to determine which internal patent variables could be used as metrics in IIE. Then, IIE was used to measure the complexity of the patents and the individual effort of inventors. Results were then compared with other metrics identified in the literature. Results: The IIE showed a positive and significant correlation with resources invested at the design stage, as well as commercial and social outcomes of the patents. Conclusions: The results indicate that the generic IIE framework is a new form of metrification that can be applied to pharmaceutical patents that have not been previously discussed in the literature.

Dr Achmet: ‘Quack and Fraud’ or Benefactor of Eighteenth-Century Dublin?

The commercial baths on Bachelor’s Walk in Dublin run by ‘Dr’ Achmet Borumbadad throughout the 1770s, if celebrated, tend to be treated as evidence of Achmet’s chicanery and of his powerful supporters’ gullibility. However, the bath complex can be defended as an innovative project to improve Dubliners’ health. The mysteries around Achmet’s origins (apparently in Ireland) and his showmanship have meant that the enterprise and its director have often been suspected of fraud. Yet the published records of those treated at the baths suggest that they – uniquely – supplied a much-needed want. In addition to the baths, Achmet was involved in another project intended to benefit the laborious of Dublin. Through the British ambassador in Spain, he hoped to develop a trade in Irish poplins. After a promising start, the plan foundered. By the 1780s, Achmet faced mounting financial problems, only resolved when the baths were swept away by the Wide Streets commission. His subsequent career is largely unknown, but intertwined with that of his wife, Catherine. Mrs Achmet had some success as an actor in both Ireland and England while theatricality marked her husband’s methods. The episodes demonstrate opportunism on Achmet’s part, credulity among some of his backers, but also contributed to public health, fashionable conviviality, and prospectively to useful employment in later eighteenth-century Dublin.

CODEX

Project Codex is an advanced artificial intelligence (AI) system designed to provide human-like conversational capabilities. Built on the GPT-3.5 architecture, Codex is a revolutionary project developed by OpenAI. It combines state-of-the-art language models and deep learning techniques to generate responses and engage in meaningful conversations with users. Codex is an innovative project that pushes the boundaries of conversational artificial intelligence (AI) through the development of a sophisticated chatbot built on the GPT (Generative Pre-trained Transformer) framework. Inspired by the remarkable advancements in natural language processing, Codex aims to create an AI system capable of engaging in human-like conversations, providing users with a seamless and intelligent chat experience.

Efficacy of a real-time intelligent quality-control system for the detection of early upper gastrointestinal neoplasms: a multicentre, single-blinded, randomised controlled trial

Oesophagogastroduodenoscopy (OGD) quality and identification of the early upper gastrointestinal (UGI) neoplasm play an important role in detecting the UGI neoplasm. However, the optimal method for quality control in daily OGD procedures is currently lacking. We aimed to evaluate the efficacy of a real-time intelligent quality-control system (IQCS), which combines OGD quality control with lesion detection of early UGI neoplasms. We performed a multicentre, single-blinded, randomised controlled trial at 6 hospitals in China. Patients aged 40-80 years old who underwent painless OGD were screened for enrolment in this study. Patients with a history of advanced UGI cancer, stenosis, or obstruction in UGI tract were excluded. Eligible subjects were randomly assigned (1:1) to either the routine or IQCS group to undergo standard OGD examination and OGD examination aided by IQCS, respectively. Patients were masked to the randomisation status. The primary outcome was the detection of early UGI neoplasms. All analyses were done on a per-protocol basis. This trial is registered with ClinicalTrials.gov, NCT04720924. Between January 16, 2021 and December 23, 2022, 1840 patients were randomised (IQCS group: 919, routine group: 921). The full analysis set consisted of 914 in the IQCS group and 915 in the routine group. The early UGI neoplasms detection rate in the IQCS group (6.1%, 56/914) was significantly higher than in the routine group (2.3%, 21/915; P=0.0001). The IQCS group had fewer blind spots (2.3 vs. 6.2, P<0.0001). The IQCS group had higher stomach cleanliness on cardia or fundus (99.5% vs. 87.9%, P<0.0001), body (98.9% vs. 88.0%, P<0.0001), angulus (99.8% vs. 88.4%, P<0.0001) and antrum or pylorus (100.0% vs. 87.4%, P<0.0001). The inspection time (576.2 vs. 574.5s, P=0.91) and biopsy rate (57.2% vs. 56.6%, P=0.83) were not different between the groups. The early UGI neoplasms detection rate in the IQCS group increased in both non-academic centres (RR=3.319, 95% CI 1.277-9.176; P=0.0094) and academic centres (RR=2.416, 95% CI 1.301-4.568; P=0.0034). The same improvements were observed for both less-experienced endoscopists (RR=2.650, 95% CI 1.330-5.410; P=0.0034) and experienced endoscopists (RR=2.710, 95% CI 1.226-6.205; P=0.010). No adverse events or serious adverse events were reported in the two groups. The IQCS improved the OGD quality and increased early UGI neoplasm detection in different hospital types and endoscopist experiences. IQCS could play an important role in primary basic hospitals and non-expert endoscopists to improve the diagnostic accuracy of early UGI neoplasms. The effectiveness of IQCS in real-world clinical settings needs a larger population validation. Key R&D Program of Shandong Province, China (Major Scientific and Technological Innovation Project), National Natural Science Foundation of China, the Taishan Scholars Program of Shandong Province, the National Key Research and Development Program of China, and the Shandong Provincial Natural Science Foundation.

Design of Microcontroller Based Power Supply Unit with Multiple Input and Output

This innovative project showcases a versatile power supply module, capable of delivering both AC and DC outputs, regardless of the input power source. This user-friendly device offers multiple output options from a single unit, catering to diverse power requirements. At its core, a microcontroller (8051) expertly manages the switch and relay configuration, ensuring seamless operation. Through rigorous simulation (Matlab/Simulink) and practical testing (prototype device), our results demonstrate the module's effectiveness in providing a reliable, multi-output power supply solution, enhancing convenience and efficiency.

Analysis of Tax Incentives, Risk Taking and R&amp;D Investment: Evidence Based on Manufacturing

Although China is a big manufacturing country, its manufacturing industry is "big but not strong". In recent years, in order to encourage manufacturing enterprises to invest resources in innovation projects, preferential tax policies and government subsidies have become important regulatory means. However, due to the different risk bearing capacity of enterprises, enterprises also have different attitudes toward research and development (R&amp;D) investment. In order to test the relationship between the four, this paper takes listed manufacturing companies in China from 2015 to 2020 as samples to empirically analyze the impact of tax incentives on R&amp;D investment, as well as the mediating and moderating effects of risk bearing capacity and government subsidies between them. The results show that tax incentives can significantly promote R&amp;D investment; The risk bearing capacity of enterprises plays a partial mediating role between tax incentives and R&amp;D investment. Government subsidies play a positive regulating role between tax incentives and R&amp;D investment.

Motivations for International Open InnovatioN (IOI): the perspective of Quebec SMES in Africa

Objective: This research aims to understand the motivations for SMEs from developed countries to engage in open innovation (OI) projects with partners in developing countries. Methodology: We adopted a qualitative approach and studied the case of 16 SMEs from Quebec that successfully carried out OI projects within African countries. Relevance: Despite the growing body of research on OI within SMEs, the international perspective of OI still needs to be explored. In particular, the context of developing countries has received limited attention, especially the motivations for SMEs from developed countries to undertake OI projects in developing countries. Main results: The results show that OI projects with African partners allow SMEs to integrate into African markets and acquire knowledge different from that of developed economies. These partnerships strengthen the overall organizational capacity of the SME beyond the acquisition of specific knowledge related to the innovation project. They also include social objectives to improve local communities living conditions. Theoretical contributions: By addressing the calls for research on OI within developing countries, this article expands the scope of OI in this context. It also contributes to the resource-based view theory by identifying integration within foreign networks as the main strategic resource, motivating SMEs from developed countries to initiate OI projects in developing countries. Managerial contributions: The study provides insights to SMEs from developed countries about the various reasons for implementing OI projects with partners in developing countries. It also offers them tailored advice to carry out such projects successfully.

Developing environmental sustainability policy – How financing and subsidies are influencing green innovation in mineral extraction industries in China

Mineral extraction is regarded as a pollution-intensive industry and is confronted with multiple environmental sustainability challenges. This issue poses an existential crisis for mineral extraction due to continued global pressure to adopt more sustainable practices in their functioning. Despite its importance, there is a notable gap in the literature regarding how these companies encounter financial challenges, particularly in the context of high-risk, long development cycles, and the unique double externalities associated with green innovation. This research, leveraging panel data from 2016 to 2023, aims to fill this gap by examining whether Chinese mineral extraction companies demonstrate distinct preferences for specific financing sources and by evaluating the role of government in facilitating their green innovation activities. Our findings indicate that such companies utilize a mix of internal and external financing to support their green innovation projects. It is observed that the influence of external finances channels, namely government subsidies, equity financing and debt financing, on green innovation progressively weakens, a conclusion supported by multiple robustness checks. Furthermore, the study highlights the crucial role of government subsidies in motivating publicly listed companies to enhance their green innovation activities through debt and equity financing, thereby contributing to a more equitable and sustainable development paradigm in the Global South.

The Panhellenic student competition “Hack the Art: Yanoulis Halepas”: Extending art experience, communication, and learning through multimodal digital applications

This paper presents the case of an innovative national digital student competition for school groups of secondary education, entitled: &amp;ldquo;Hack the Art: Yanoulis Halepas.&amp;rdquo; Conducted remotely in Greece during the 2022 &amp;ndash; 2023 school year, the competition was organized by the Onassis Foundation and the Onassis Library in partnership with the Teloglion Fine Arts Foundation, the National Gallery of Greece&amp;ndash;Alexandros Soutsos Museum, the Cultural Foundation of Tinos, and the Cultural Center of Panormos-Municipality of Tinos. Accredited by the Hellenic Ministry for Education and Religious Affairs, it was realized under the aegis of the General Secretariat for Greeks Abroad and Public Diplomacy. This competition was the fourth iteration of this digital format since 2020. This time, we invited student teams from Greek high schools, both in Greece and abroad, led by at least one educator, to learn about the life and work of the great Greek sculptor Yanoulis Halepas and to communicate art by creating projects of augmented reality, virtual reality, digital storytelling, and 3D video games for PC and android devices. This innovative educational project enhanced students&amp;rsquo; experience and conceptual understanding of art, motivating them to interact with cultural heritage and experiment with multimodal digital tools. Furthermore, it offered an alternative educational paradigm for teaching history, literature, visual arts, and technology by applying object-based learning, game-based learning, and project-based learning methodologies. According to the assessment results, this learning approach successfully integrated significant artworks into the school curriculum, extending their lifespan and visibility through digital transformations and reinterpretations.

An innovative Doctor of Nursing Practice scholarly project curriculum model: Strategies for supporting learners at various entry levels

The Doctor of Nursing Practice (DNP) Program curriculum must address the challenge of developing Competency Based Education (CBE) curriculum for DNP Scholarly Projects tailored to meet variations in nursing learner preparation and practice, from novice bachelor's entry level and master's advanced nurse practice expert entry level pathways. The recent Future of Nursing 2020–2030: Charting a Path to Achieve Health Equity report by the National Academy of Medicine advocates that competency-based education (CBE) approaches in nursing schools should focus upon the advanced practice nursing population within collaborative academic practice partnerships. This article describes an innovative DNP Scholarly Project Curriculum model at an academic health science center that integrates academic partnerships and CBE strategies that have been developed for second degree Bachelor's direct entry to nursing (direct entry), post BS in nursing to DNP (BS to DNP), Post Master's to DNP (PM DNP) entry levels of preparation. The DNP Scholarly Project Curriculum utilizes an innovative, scaffolded approach to fostering CBE for the assessment of learning activities at the doctoral level. The DNP Scholarly Project Curriculum includes domains of quality improvement, critical appraisal of the literature, evidence-based practice models, implementation practice models, policy analysis, and process/outcome evaluations. Preliminary alumni and stakeholder feedback suggests that these projects are not only impacting practice but improving learner competency in quality improvement science. Implementation of this model has led to enhanced CBE-driven curriculum teaching and learning strategies, and sustainable collaborative academic partnerships.

The right fit: Acceptance of nature-based solutions across European cities

European cities consistently seek to improve urban environments for their residents, yet often struggle to find solutions to address urban issues while engaging citizens. The European Union funds research and innovation projects proposing nature-based solutions to address climate change, biodiversity, human health and wellbeing in cities under the Horizon 2020 and Horizon Europe programs. The presented research from the project UPSURGE is based on a survey of 5,990 urban residents in 6 European countries. The study focuses on the planning phase of nature-based solutions in cities, in which trade-offs have to be made between different options, such as the design, effectiveness, financial contributions from residents or participatory options. Based on an innovative survey including a choice experiment, the aim is to assist public participation processes in various countries, help planning teams define priorities and design governance measures which ensure long-term dedication to development plans. The results reflect respective exposure to climate change across the continent; such as Greek respondents being more affected by high temperatures compared to those from the United Kingdom. However, the study also revealed different preferences in regard to a participatory planning process, willingness to pay and importance of biodiversity.

Competences for the future (Future Work 4S) – Green skills and environmental education

This article describes an innovative Future Work 4S project and provides comprehensive feedback on a free Massive Open Online Course (MOOC) focused on environmental skills. Feedback was collected from two main target groups: educators (including university professors, teachers, and trainers) and student adult learners from Bulgaria, Greece, the Czech Republic, and Italy. The purpose of this survey is to provide an in-depth analysis of the feedback received on the Green Skills course and to highlight the main strengths identified by both educators and students. The findings reveal a high appreciation for the course’s interactive and experiential learning approach by both the students and the educators. Specifically, 93% of participants agreed that the course was interesting, engaging, relevant, accessible, and developmental. The course’s interactive exercises and gamification elements were particularly praised, enhancing learning and motivation. However, suggestions were made for including more practical examples and improving the uniformity of the text.

AHP based on scenarios and the optimism coefficient for new and risky projects: case of independent criteria

AbstractAHP is a well-known multi-criteria procedure which has been investigated and developed by many researchers and practitioners. Some AHP modifications are designed for decision making under uncertainty. The goal of this paper is to present a new AHP approach which can be useful in the case of uncertain one-shot decisions and independent criteria. The method proposed in the article is based on scenario planning, features characteristic for the Hurwicz rule (i.e. the use of the optimism coefficient) and on a scenario set reduction. The novel procedure gives the possibility to generate a relatively small number of pairwise comparison matrices thanks to the reduction of the initial sets of scenarios. The modified version of AHP may be helpful when the decision maker’s knowledge about probabilities of the occurrence of particular scenarios is partial. Such a situation occurs in the case of innovative, innovation and risky projects for which historical data are not known. The idea of the suggested scenario-based AHP is to adjust the final choice not only to the decision makers’ preferences (concerning criteria for example), but also to their nature, attitude towards risk, predictions, expectations and fears.

Leveraging the innovation index (IVI): A research, development, and innovation-centric measurement approach

BackgroundIn today’s rapidly changing business landscape, innovation is recognized as a critical driver of growth and competitiveness for organizations. As businesses strive to remain agile and respond to evolving customer demands, the need for effective tools to assess innovation performance has become increasingly vital.Problem Statement: To better understand Research, Development, and Innovation (RD&I) projects, it might be valuable to investigate and implement new approaches to improve the current innovation indexes. Such exploration could allow for a more detailed and nuanced analysis, enabling a comprehensive evaluation of various aspects of the projects. It may be beneficial to explore ways to enhance the current innovation indexes to provide more nuanced and comprehensive insights into RD&I projects. Traditional indexes are not designed to account for the uncertainty, non-linear progression, and the necessity for long-term impact assessment of RD&I projects. Moreover, projects that involve both hardware and software components introduce additional complexities due to their interdisciplinary nature, integration challenges, and differing lifecycle speeds, making their assessment particularly challenging. GoalThis paper describes the conceptualization and evaluation of the InnoVation Index (IVI), underscoring its role in the innovation assessment within the complex landscape of RD&I projects, focusing on those involving hardware and software components. MethodThe methodology comprised a two-fold process. Initially, a literature review was conducted to comprehensively understand existing innovation indexes and their shortcomings, especially in hardware and software projects. Drawing on the insights from this review and leveraging the expertise of innovation specialists, we formulated the conceptual framework of the IVI. Subsequently, the IVI was implemented in an RD&I Centre affiliated with a public university in Brazil. ResultsThe IVI evaluation encompassed over 40 projects from collaborations with about 20 global IT companies. Rigorous data collection procedures were employed, involving at least three data collection sessions for different phases of each project. More than 150 data collection sessions engage project managers and business professionals to provide a comprehensive and in-depth understanding of the project activities and their innovation levels. Using the IVI measurement, we successfully identified “disruptive”, “potentially disruptive”, “potentially innovative”, and “non-innovative” projects, allowing stakeholders to tailor their strategies and resource allocation accordingly. ConclusionThe application of the IVI has proven instrumental in aiding stakeholders in decision-making, resource allocation, and project activity realignment. These results underscore the pivotal role of the IVI in overcoming the limitations inherent in traditional indexes, offering a tailored and efficient approach to assess and enhance innovation efforts within the RD&I context, especially in projects that bridge hardware and software domains.