Career Pathway Visualization System for Reducing Turnover
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Solution Overview
Problem
Current careers advice systems in education and employment are transactional, failing to meet the needs of individuals in transition, educators, and employers, leading to high turnover rates, low participation, and dropout rates due to a lack of relational support in navigating complex career choices.
Innovation Solution
A system and method using computer technology to generate and plan prospective career pathways by assessing graphical representations of previous experiences, creating virtual paths, and populating a database with nodal objects and links, allowing for relational input and output of career data, enabling users to define and visualize potential career paths.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If transactional careers advice systems are used, then objective distance between employers and recruits is maintained, but high turnover rates and low participation occur due to lack of relational support
Solution Approach 1:
The patent introduces a careers advice system that acts as an intermediary between employers and recruits, using algorithms and data analysis to facilitate matching while maintaining objective distance. The system processes career pathway data, skill assessments, and employer requirements to generate recommendations, serving as a mediator that reduces direct interpersonal complexity while improving matching reliability and reducing turnover.
2Productivity
If algorithms are used to sort applicants online, then objective distance is maintained, but high dropout rates occur due to lack of relational guidance
Solution Approach 1:
The patent implements feedback mechanisms where the careers advice system continuously analyzes recruit progress, engagement levels, and outcome data. The system provides ongoing guidance and adjusts recommendations based on recruit responses and career pathway outcomes, creating a relational feedback loop that maintains productivity while reducing dropout rates through personalized support.
Solution Approach 2:
The system performs preliminary actions by pre-analyzing career pathways, skill gaps, and potential matches before recruits make decisions. The careers advice system prepares personalized career roadmaps and guidance in advance, enabling recruits to make informed decisions and reducing dropout rates through proactive relational support rather than reactive intervention.
3Loss of time
If career pathways are planned without relational support, then transactional efficiency is improved, but high turnover costs of $150 billion per year occur
Solution Approach 1:
The patent replaces manual, transactional career planning processes with an automated careers advice system that uses algorithms, data analysis, and AI to generate career pathway recommendations. This substitution reduces the time and resources required for career planning and matching, decreasing turnover time and associated costs of $150 billion per year by eliminating inefficient mechanical processes.
4Quantity of substance
If vocational education training is provided without career guidance, then training investment of $30 billion per annum is made, but 40% attrition results in $12 billion wasted
Solution Approach 1:
The careers advice system performs preliminary analysis of recruit suitability, career aspirations, and pathway compatibility before vocational education training begins. By pre-matching recruits with appropriate training programs and providing personalized career guidance, the system reduces attrition rates and prevents the $12 billion annual loss from 40% dropout rates while maintaining $30 billion training investment.
Data Source
AI summary
The technical solution involves assessing a graphical representation of possible actions based upon previous and proven experiences or actions of others who have created actual paths from the source to the destination, and generating a virtual path in a convenient and efficient manner that may be the same as or different to these created paths.