An Empirical Study on Data Validation Methods of Delphi and General Consensus

Women's career motivation: social barriers and enablers in Sudan

Introduction

This study presents an original contribution by examining an often-neglected country in the Middle East and Northeast Africa (MENA), with a specific focus on women's career research. It identifies challenges that have created barriers for Sudanese women's career progression, consequently limiting their opportunities for career and leadership growth. To conceptualize understand women's career motivations on a global and regional scale, the study conducted an in-depth review and analysis of literature, benchmarked similar countries, and incorporated psychological and organizational behavior theories, alongside examples of women's empowerment cases from the MENA region.

Methods

The study employs a multifaceted approach that involves exploring psychological and organizational theories, drawing insights from self-efficacy, stereotype, and implicit bias theories, as well as MENA empowerment cases. Additionally, an empirical investigation is conducted through an extensive three-round Delphi study involving 75 Sudanese women leaders from diverse sectors. The empirical findings are crucial for understanding obstacles faced by women and the impact of Sudan's unique social context on their career paths.

Results

The research findings shed light on the complex interplay of factors creating roadblocks for Sudanese women's career advancement. Sudan's distinctive social context significantly shapes and influences women's career motivations in diverse and interconnected ways. Empirical evidence from the Delphi study underscores the broad impact of these roadblocks, highlighting the multiplicity of challenges faced by women in Sudan. This comprehensive analysis not only aids in comprehending workplace obstacles but also provides valuable insights into the diverse experiences and needs of female employees. The findings emphasize the broad impact of these barriers on women, underscoring their varied challenges.

Discussion

The research holds far-reaching implications. By contextually identifying barriers that impede Sudanese women's career motivations, the study lays a foundation for targeted solutions. This understanding is grounded in historical, theoretical, and policy-making perspectives, enabling informed strategies to support women's advancement. The study also offers actionable policy recommendations for governments, workplaces, and stakeholders, facilitating women's career growth through policy reforms and capacity-building initiatives. Furthermore, its significance extends beyond Sudan, acting as a catalyst for developing gender-responsive policies in similar MENA countries and beyond.

Web Applications for Teaching the Respiratory System: Content Validation

The subject of respiratory mechanics has complex characteristics, functions, and interactions that can be difficult to understand in training and medical education contexts. As such, education strategies based on computational simulations comprise useful tools, but their application in the medical area requires stricter validation processes. This paper shows a statistical and a Delphi validation for two modules of a web application used for respiratory system learning: (I) “Anatomy and Physiology” and (II) “Work of Breathing Indexes”. For statistical validation, population and individual analyses were made using a database of healthy men to compare experimental and model-predicted data. For both modules, the predicted values followed the trend marked by the experimental data in the population analysis, while in the individual analysis, the predicted errors were 9.54% and 25.38% for maximal tidal volume and airflow, respectively, and 6.55%, 9.33%, and 11.77% for rapid shallow breathing index, work of breathing, and maximal inspiratory pressure, respectively. For the Delphi validation, an average higher than 4 was obtained after health professionals evaluated both modules from 1 to 5. In conclusion, both modules are good tools for respiratory system learning processes. The studied parameters behaved consistently with the expressions that describe ventilatory dynamics and were correlated with experimental data; furthermore, they had great acceptance by specialists.