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THE STRATEGIC IMPORTANCE   Furthermore, KPIs should support   These metrics must be designed to   Implementation   emerging priorities, or adjusting targets   Best Practices for
 OF KPIS IN MANUFACTURING   professional development and career   encourage continuous improvement   based on improved capabilities or
 ORGANIZATIONS  advancement opportunities. Metrics   while avoiding the trap of short-term   Strategies for   changing market conditions.  Sustainable KPI
 that focus solely on output quantity   optimization that might compromise
 Large-scale manufacturing   long-term equipment reliability or   Balanced KPI Systems  Implementation
 organizations operate in an   without considering quality, safety,   employee safety. For instance, while   Common Pitfalls and
 environment where marginal   or skill development can create   high equipment utilization rates are
 improvements can translate into   a culture of short-term thinking   desirable, they should not come at the   1.  COLLABORATIVE KPI   How to Avoid Them  1.  LEADERSHIP COMMITMENT
 significant competitive advantages.   that ultimately undermines both   expense of preventive maintenance   DEVELOPMENT  AND ROLE MODELING
 KPIs provide the analytical framework   employee satisfaction and long-term   schedules or employee well-being.  Successful KPI implementation requires
 necessary to identify these   organizational success.  Successful KPI implementation requires   1.  OVER-MEASUREMENT AND   visible leadership commitment
 opportunities and track progress   input from multiple stakeholders,   METRIC FATIGUE  and consistent use of metrics in
 toward strategic objectives. Unlike   ORGANIZATIONAL PERFORMANCE   2.  QUALITY AND SAFETY   including operations management,   One of the most common mistakes   decision-making processes. When
 smaller operations where informal   INTEGRATION  PERFORMANCE  human resources, finance, and   in KPI implementation is attempting   leaders demonstrate the value of
 monitoring might suffice, large   From a company perspective, KPIs   Quality metrics such as defect rates,   frontline employees. This collaborative   to measure everything, leading to   KPIs through their own behavior and
 manufacturing enterprises require   must drive behaviors that support   first-pass yield, and customer complaint   approach ensures that metrics are both   information overload and reduced   decisions, employees are more likely
 systematic measurement approaches   strategic objectives such as cost   resolution times are essential for   operationally relevant and humanly   focus on truly important metrics.   to embrace measurement as a tool for
 to maintain visibility across complex   reduction, quality improvement,   maintaining market position and   achievable, while addressing potential   Successful organizations typically focus   improvement rather than a mechanism
 operations, multiple shifts, and   customer satisfaction, and sustainable   customer satisfaction. However,   concerns about fairness and feasibility.  on a limited number of key indicators   for surveillance.
 geographically dispersed facilities.  growth. This requires a sophisticated   these metrics must be balanced with   Employee involvement in KPI   that provide maximum insight into
 understanding of how individual and   recognition of the human factors   development can significantly improve   performance drivers.
 The manufacturing sector's unique   that influence quality outcomes,           2.  RECOGNITION AND REWARD
 traits, including ongoing production,   team performance metrics aggregate   including training effectiveness, work   buy-in and understanding, leading to   The principle of "what gets measured   ALIGNMENT
 safety-critical tasks, and tight profit   to influence overall organizational   environment conditions, and employee   more effective implementation and   gets managed" should be applied
 margins, make KPIs especially   outcomes.  engagement levels.  better performance outcomes. This   judiciously, with careful consideration   KPI systems should be closely linked
                                                                                   to recognition and reward programs
 important. They help organizations   The challenge lies in creating KPI   might involve focus groups, pilot   of whether each metric truly adds   that acknowledge both individual
 uphold quality standards, improve   systems that motivate employees   Safety KPIs deserve special attention   programs, or phased rollouts that allow   value to decision-making and   achievements and collaborative
 resource use, and respond swiftly to   to excel while ensuring their   in manufacturing environments due to   for feedback and adjustment before full-  performance improvement efforts.  contributions to organizational success.
 operational changes that could affect   efforts contribute meaningfully   their direct impact on employee welfare   scale implementation.  This might include formal performance
 profitability and market standing.  to company success. This often   and regulatory compliance. Metrics   2.  TECHNOLOGY INTEGRATION AND   2.  MISALIGNED INCENTIVES  review processes, incentive
 involves implementing cascading KPI   such as incident rates,  DATA ACCESSIBILITY  KPIs can create unintended   compensation programs, or informal
 BALANCING EMPLOYEE   structures where organizational goals   near-miss reporting, and safety training   Modern manufacturing operations   recognition systems that celebrate
 PERFORMANCE AND COMPANY   are translated into department, team,   completion rates should be designed to   generate vast amounts of data   consequences when they encourage   performance improvements.
 RESULTS  and individual metrics that maintain   promote a culture of safety awareness   that can support sophisticated KPI   behaviors that optimize individual
                                                 metrics at the expense of overall
 The most successful manufacturing   alignment throughout the organization.  rather than simply meeting minimum   systems. However, the value of this   system performance. For example,   3.  TRAINING AND SKILL
 organizations recognize that employee   compliance requirements.  data depends on its accessibility   production volume targets might   DEVELOPMENT
 performance and company results   and usability by employees at all   drive behaviors compromising quality,
 are not mutually exclusive but   3.  FINANCIAL AND COST   levels. Real-time dashboards, mobile   while individual performance metrics   Employees at all levels need
 rather interconnected elements of a   MANAGEMENT  applications, and automated reporting   might discourage collaboration and   appropriate training to understand,
 holistic performance management   Key KPI Categories   Financial KPIs including cost per unit,   systems can help ensure that KPI   knowledge sharing.  interpret, and act on KPI information.
 system. This balance requires careful   material waste reduction, and energy   information is available when and   This includes technical skills for data
 selection and implementation of KPIs   for Manufacturing   efficiency provide direct links between   where it's needed to support  Addressing these challenges requires   analysis and interpretation,
 that align individual contributions   operational performance and company   decision-making.  systems thinking approaches that   as well as soft skills for collaborating
 with organizational objectives while   Organizations  profitability. These metrics help   consider the interconnections between   on improvement initiatives and
 maintaining employee engagement   employees understand how their daily   Technology should enhance rather   different metrics and their cumulative   communicating performance results.
 and motivation.  than complicate the KPI experience for   impact on organizational performance.
 1.  OPERATIONAL EFFICIENCY  activities contribute to organizational   employees. User-friendly interfaces,   4.  MEASURING SUCCESS:
 METRICS  financial health while identifying   relevant visualizations, and actionable   3.  LACK OF CONTEXT AND   EVALUATING KPI
 EMPLOYEE-CENTRIC KPI   opportunities for cost optimization.  insights help transform data into   COMMUNICATION
 CONSIDERATIONS  Operational efficiency remains   meaningful performance information   EFFECTIVENESS
 a cornerstone of manufacturing   However, financial metrics must be   that drives positive behaviors and   Even well-designed KPIs can fail if   The effectiveness of KPI systems
 When developing KPIs for   performance measurement. Key   presented in ways that employees can   employees don't understand their
 manufacturing environments,   metrics include Overall Equipment   understand and influence. Abstract   outcomes.  purpose, calculation methods, or   should itself be measured through
 organizations must consider the   Effectiveness (OEE), which combines   financial indicators may not resonate   3.  CONTINUOUS IMPROVEMENT   relationship to broader organizational   metrics that assess both quantitative
 human element. Effective KPIs should   availability, performance, and quality   with frontline workers, while more   AND ADAPTATION  objectives. Regular communication,   outcomes and qualitative impacts
 be clearly understood by employees,   rates to provide a comprehensive   tangible metrics like material waste   training, and context-setting help   on organizational culture and
                                                                                   employee engagement. This might
 directly influenced by their actions, and   view of equipment productivity.   reduction or energy consumption   KPI systems must evolve with changing   ensure that KPIs serve their intended   include surveys measuring employee
 perceived as fair measures of their   Cycle time reduction, throughput   can create meaningful connections   business conditions, technological   purpose of driving performance   understanding and acceptance of KPIs,
 contributions. This means avoiding   optimization, and capacity utilization   between individual actions and   advances, and organizational priorities.   improvement rather than simply
 metrics that are heavily influenced   are equally important indicators that   company performance.  Regular review and adjustment   creating compliance burdens.
 by factors beyond employee control,   help organizations maximize their   processes ensure that metrics remain
 such as equipment failures or material   operational capabilities.  relevant and effective over time. This
 supply disruptions.  might involve retiring outdated metrics,
               introducing new measures that reflect

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