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How Far Can AI HR Innovation Go? Application Areas and Deployment Methods Through the Cases of IBM, Schneider Electric, and Unilever

ORGANIZATION & HR

How Far Can AI HR Innovation Go? Application Areas and Deployment Methods Through the Cases of IBM, Schneider Electric, and Unilever

We examine the scope of AI HR innovation through IBM's automated HR processing, Schneider Electric's internal opportunity recommendations, and Unilever's recruitment procedures. We explain implementation methods ranging from policy searches to system integration, along with the boundaries that require human judgment.

KBR경영연구소 · 09/24/2026

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ORGANIZATION & HR

New Hire Onboarding: What to Do in the First 90 Days—Designing Roles, Relationships, and Execution Beyond Welcome and Training to Reduce Post-Hiring Gaps

A 2025 study published in the Journal of Management conducted a meta-analysis of 183 studies related to organizational socialization among newcomers. The researchers analyzed the relationships among role clarity, skill acquisition, social acceptance, person-fit perception, job satisfaction, organizational commitment, and turnover intention. Microsoft noted in publicly available data from 2021 that when managers actively participated, employees were 3.5 times more likely to report satisfaction with their onboarding experience. A study by Bauer and colleagues published in July 2025 highlighted adaptability and connection for new hires as critical tasks in a changing work environment. Gallup presented onboarding evaluation items such as manager feedback on time-to-productivity, new hire experience, performance, and retention rates.

류현진 선임기자 · 09/14/2026

New Hire Onboarding: What to Do in the First 90 Days—Designing Roles, Relationships, and Execution Beyond Welcome and Training to Reduce Post-Hiring Gaps

ORGANIZATION & HR

How to Design Competency Modeling Tailored to Your Organization

Competency modeling is the process of identifying required competencies based on specific behaviors observed in high performers within an organization. It is theoretically grounded in the Spencer family's iceberg model, which encompasses self-concept and motives alongside knowledge and skills. Competencies must be approached through three distinct tiers—company-wide core competencies, leadership competencies by rank, and job-specific competencies—as combining them into a single standard easily leads to a model disconnected from the field. The execution process spans six stages: setting objectives and scope, selecting target groups, data collection via behavioral event interviews or expert panels, developing a provisional model, validation, and finalization into a competency dictionary. This work should be carried out jointly by business unit leaders and management rather than the HR team alone. Rather than directly importing external frameworks, a hybrid approach that starts from and refines the actual behaviors of an organization's high performers is realistic, utilizing public standards such as the National Competency Standards (NCS) as reference frameworks. Once completed, the competency model serves as a common standard across all areas of human resource management—ranging from hiring interviews, competency evaluations, training, and succession planning to placement and compensation linkage—and risks remaining merely a document without regular reviews.

김민경 책임기자 · 08/10/2026

How to Design Competency Modeling Tailored to Your Organization

ORGANIZATION & HR

Can a Company Without an Org Chart or Reporting Structure Really Function?

From the mid-2020s, companies like Amazon, Google, and Citigroup began reducing middle management layers, a trend that accelerated in 2026 with layoffs at Meta (8,000), Cisco (4,000), and Block (4,000). In March 2026, Block CEO Jack Dorsey published an essay suggesting that middle management might not be permanently necessary, citing Zappos' holacracy and Valve's flat structure as direct reference points. However, Zappos and Buffer—both of which actually eliminated their org charts—eventually reintroduced managerial roles and 'natural hierarchies,' while even Valve has faced recurring criticism internally for 'hidden hierarchies.' Haier, often cited as a success story, did not eliminate hierarchy; rather, it redesigned management functions through market mechanisms such as profit-and-loss accountability and contracts. Gallup's latest 2026 data (showing a sharp decline in global engagement to 20% and manager engagement to 22%) demonstrates that the core of the problem is not the existence of managers, but their quality. It also shows that even the most radical redesign attempts in the AI era are ultimately reverting to the lessons left by past experiments: that the functions of coordination, evaluation, and development cannot be eliminated.

박소유 책임기자 · 08/10/2026

Can a Company Without an Org Chart or Reporting Structure Really Function?

ORGANIZATION & HR

Characteristics of Companies Where Employees Stay Long-Term — Respect, Not Salary, Drives Long-Term Employment

Statistics Korea data shows that the average duration of a youth's first job is only 1 year and 6.4 months, and Incruit data indicates that the primary cause of early resignation is not salary but 'job mismatch' (58.9%), demonstrating that the key to long-term employment lies in organizational culture. According to Gallup's 2026 report, global employee engagement stands at only 20%, and while a 'great stay' phenomenon driven by economic uncertainty is emerging in South Korea, this resembles defensive retention rather than voluntary engagement. Companies where employees stay long-term share five common traits: phased onboarding, systematic handover processes, non-aggressive managerial feedback styles, clear roles and responsibilities, respect for rest and leaving work on time, and a peer culture free of hazing. Notably, 70% of the variance in team engagement stems from managers, and as Google's Project Aristotle confirmed, 'psychological safety'—where mistakes and questions do not lead to punishment—forms the foundation of high-performing teams and long-term employment. Long-term employment is not a matter of chance, but the result of an operational system designed to 'respect people'; because salary can be a reason to join, but respect is the reason to stay, investing in organizational culture is ultimately a matter of profitability.

김민경 책임기자 · 07/10/2026

Characteristics of Companies Where Employees Stay Long-Term — Respect, Not Salary, Drives Long-Term Employment

ORGANIZATION & HR

You See the True Face of a Company During the Interview — The Real Reasons Candidates Walk Away

The center of gravity in the hiring market has shifted toward candidates, turning it into an era where key talent chooses companies among multiple offers rather than employers selecting applicants. According to a JobKorea survey, about 87% of job seekers have experienced unpleasantness during interviews, and over 80% reported that an interviewer's attitude alone changed their decision to join—making the interviewer's attitude more powerful than an acceptance notice. Companies must give candidates trust out of practical necessity rather than mere courtesy. The cost of hiring failures has grown, top talent evaluates companies based on their interview experience, and that experience spreads by word of mouth to dictate the employer brand. Interviews must project three elements: a prepared attitude toward the candidate, an unembellished reality of the role, and consistent and fair evaluation criteria that do not waver depending on the interviewer. The feeling left with candidates is a balance of hospitality and accurate evaluation, completed by details like advance notice, punctuality, and prompt result notifications along with interviewer training—interviews serve as a mirror reflecting the company, and candidates are already looking into that mirror.

김민경 책임기자 · 06/18/2026

You See the True Face of a Company During the Interview — The Real Reasons Candidates Walk Away