You can try to apply cognitive development theories based on artificial neural network models. This theory uses artificial neural networks to simulate the thinking process of the human brain, giving the cognitive development stage of adults. Therefore, when recruiting or evaluating employees, the human resources department can scientifically evaluate the cognitive ability of employees according to their different age levels, and predict the type of work they are capable of.

In our group we have developed an algorithm for evaluating job applicants for HR companies based on a matrix of mutual influence, when qualitative assessments are translated into quantitative ones and the weights of various indicators that can characterize a person are determined: such as cognitive abilities, business qualities, personal qualities, organizational abilities, inhibition or motivation factors. This creates a metric for evaluating job applicants. Further, based on the testing of applicants and using the found weights, the integral index of the applicant is calculated, which can serve as a reliable criterion for the selection of applicants in HR companies. The resulting metric can be effectively used to write verbal portraits of applicants using GPT-chat. As a result, the combination of mathematical modeling methods with existing tools of AI makes it possible to automate work in HR companies as much as possible. In addition, the obtained metrics and tests allow you to make career forecasts for job applicants in a particular company, if the competence matrices of these companies are set.

Thank you sir for adding more insight on this topic.

As a neuroeducator specializing in human resources, the intersection of cognitive neuroscience and organizational behavior presents a fascinating realm of study. Here's an exploration of how organizations can leverage neuroscientific insights to understand employee behavior, and the pivotal role HR plays in this process. This perspective is particularly relevant in the context of HR management being key to organizational growth, encompassing aspects like planning, selection, recruitment, retention, career development, employee and family well-being, and retirement planning.

1. Planning and Selection: Understanding cognitive processes and decision-making can enable HR professionals to design selection processes that more effectively identify candidates whose cognitive abilities and thinking styles align with job requirements.

2. Recruitment and Retention: Neuroscience-based techniques, such as assessing emotional and cognitive response patterns, can help identify key factors influencing job satisfaction and engagement. This aids in developing more effective strategies for attracting and retaining talent.

3. Career Development and Training: Neuroeducation can enhance training program effectiveness by aligning them with how the brain learns and retains information best. This includes personalized learning approaches, reinforcement techniques, and gamification strategies.

4. Quality of Life and Well-being: Insights into the neurocognitive aspects of stress, happiness, and job satisfaction allow for the development of initiatives that improve employees' life quality. This can encompass wellness initiatives, work-life balance, and mentally healthy work environments.

5. Retirement Plans: Neuroscience offers insights into how individuals cope with changes, including transitioning to retirement. This knowledge can guide HR in creating retirement plans that support both the emotional and financial well-being of employees.

In governing HR management, integrating neuroscience entails adopting a more human-centric approach, recognizing the unique cognitive and emotional capabilities of each individual. Strategic HR management, thus, becomes enriched with a deeper understanding of employees, enabling organizations to not only achieve their goals but also foster an enriching and productive work environment.

In summary, the integration of neuroscience into HR management marks a step towards a more holistic, human-centered approach, crucial for the sustained growth and success of any organization.