Performance indicator

A performance indicator or key performance indicator (KPI) is a type of performance measurement.[1] KPIs evaluate the success of an organization or of a particular activity in which it engages. Often success is simply the repeated, periodic achievement of some levels of operational goal (e.g. zero defects, 10/10 customer satisfaction, etc.), and sometimes success is defined in terms of making progress toward strategic goals.[2] Accordingly, choosing the right KPIs relies upon a good understanding of what is important to the organization.[3] 'What is important' often depends on the department measuring the performance - e.g. the KPIs useful to finance will really differ from the KPIs assigned to sales. Since there is a need to understand well what is important, various techniques to assess the present state of the business, and its key activities, are associated with the selection of performance indicators. These assessments often lead to the identification of potential improvements, so performance indicators are routinely associated with 'performance improvement' initiatives. A very common way to choose KPIs is to apply a management framework such as the balanced scorecard.

Categorization of indicators

Key performance indicators define a set of values against which to measure. These raw sets of values, which are fed to systems in charge of summarizing the information, are called indicators. Indicators identifiable and marked as possible candidates for KPIs can be summarized into the following sub-categories:

• Quantitative indicators that can be presented with a number.
• Qualitative indicators that can't be presented as a number.
• Leading indicators that can predict the outcome of a process
• Lagging indicators that present the success or failure post hoc
• Input indicators that measure the amount of resources consumed during the generation of the outcome
• Process indicators that represent the efficiency or the productivity of the process
• Output indicators that reflect the outcome or results of the process activities
• Practical indicators that interface with existing company processes.
• Directional indicators specifying whether or not an organization is getting better.
• Actionable indicators are sufficiently in an organization's control to effect change.
• Financial indicators used in performance measurement and when looking at an operating index.

Key performance indicators, in practical terms and for strategic development, are objectives to be targeted that will add the most value to the business.[4] These are also referred to as key success indicators.

Identifying indicators of organization

Performance indicators differ from business drivers and aims (or goals). A school might consider the failure rate of its students as a key performance indicator which might help the school understand its position in the educational community, whereas a business might consider the percentage of income from returning customers as a potential KPI.

The key stages in identifying KPIs are:

• Having a pre-defined business process (BP).
• Having requirements for the BPs.
• Having a quantitative/qualitative measurement of the results and comparison with set goals.
• Investigating variances and tweaking processes or resources to achieve short-term goals.

Key performance indicators (KPIs) are ways to periodically assess the performances of organizations, business units, and their division, departments and employees. Accordingly, KPIs are most commonly defined in a way that is understandable, meaningful, and measurable. They are rarely defined in such a way such that their fulfillment would be hampered by factors seen as non-controllable by the organizations or individuals responsible. Such KPIs are usually ignored by organizations.[citation needed]

KPIs should follow the SMART criteria. This means the measure has a Specific purpose for the business, it is Measurable to really get a value of the KPI, the defined norms have to be Achievable, the improvement of a KPI has to be Relevant to the success of the organization, and finally it must be Time phased, which means the value or outcomes are shown for a predefined and relevant period.[5]

In order to be evaluated, KPIs are linked to target values, so that the value of the measure can be assessed as meeting expectations or not.

KPI examples

Marketing and sales

Some examples are:

1. New customer acquisition.
2. Demographic analysis of individuals (potential customers) applying to become customers, and the levels of approval, rejections, and pending numbers
3. Status of existing customers
4. Customer attrition
5. Turnover (i.e., revenue) generated by segments of the customer population
6. Outstanding balances held by segments of customers and terms of payment
7. Collection of bad debts within customer relationships
8. Profitability of customers by demographic segments and segmentation of customers by profitability

Many of these customer KPIs are developed and managed with customer relationship management software.

Faster availability of data is a competitive issue for most organizations. For example, businesses which have higher operational/credit risk (involving for example credit cards or wealth management) may want weekly or even daily availability of KPI analysis, facilitated by appropriate IT systems and tools.

Manufacturing

Overall equipment effectiveness, is a set of broadly accepted non-financial metrics which reflect manufacturing success.

• OEE = availability x performance x quality
• Availability = run time / total time, by definition this is the percentage of the actual amount of production time the machine is running to the production time the machine is available.
• Performance = total count / target counter, by definition this is the percentage of total parts produced on the machine to the production rate of machine.
• Quality = good count / total count, by definition, this is the percentage of good parts out of the total parts produced on the machine.
• Cycle time, this is the total time from the beginning to the end of the process. Cycle time includes process time, during which a unit is acted upon to bring it closer to an output, and delay time, during which a unit of work is spent waiting to take the next action.
• Cycle time ratio (CTR) = standard cycle time / real cycle time
• Utilization
• Rejection rate

IT project execution

• Earned value
• Estimate to complete
• Labor spent / month
• Dollars spent / month
• Planned dollars / month
• Planned labor / month
• Average time to delivery
• Number of new customers
• Planned delivery date vs actual delivery date

Supply chain management

Businesses can utilize KPIs to establish and monitor progress toward a variety of goals, including lean manufacturing objectives, minority business enterprise and diversity spending, environmental "green" initiatives, cost avoidance programs and low-cost country sourcing targets.

Any business, regardless of size, can better manage supplier performance with the help of KPIs robust capabilities, which include:

• Automated entry and approval functions
• On-demand, real-time scorecard measures
• Rework on procured inventory
• Single data repository to eliminate inefficiencies and maintain consistency
• Advanced workflow approval process to ensure consistent procedures
• Flexible data-input modes and real-time graphical performance displays
• Customized cost savings documentation
• Simplified setup procedures to eliminate dependence upon IT resources

Main SCM KPIs will detail the following processes:

• Sales forecasts
• Inventory
• Procurement and suppliers
• Warehousing
• Transportation
• Reverse logistics

Suppliers can implement KPIs to gain an advantage over the competition. Suppliers have instant access to a user-friendly portal for submitting standardized cost savings templates. Suppliers and their customers exchange vital supply chain performance data while gaining visibility to the exact status of cost improvement projects and cost savings documentation.

Government

The provincial government of Ontario, Canada has been using KPIs since 1998 to measure the performance of higher education institutions in the province. All post secondary schools collect and report performance data in five areas – graduate satisfaction, student satisfaction, employer satisfaction, employment rate, and graduation rate.[6]

Further performance indicators

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• Customer order waiting time

Human Resource Management

• Employee turnover
• Employee performance indicators
• Cross functional team analysis

Problems

In practice, overseeing key performance indicators can prove expensive or difficult for organizations. Some indicators such as staff morale may be impossible to quantify. As such dubious KPIs can be adopted that can be used as a rough guide rather than a precise benchmark.[citation needed]

Key performance indicators can also lead to perverse incentives and unintended consequences as a result of employees working to the specific measurements at the expense of the actual quality or value of their work.[7][8] For example, measuring the productivity of a software development team in terms of source lines of code encourages copy and paste code and over-engineered design, leading to bloated code bases that are particularly difficult to maintain, understand and modify.

References

1. ^ Carol Taylor Fitz-Gibbon (1990), "Performance indicators", BERA Dialogues (2), ISBN 978-1-85359-092-4
2. ^ Key Performance Indicators – What Are Key Performance Indicators or KPI
3. ^ Developing Meaningful Key Performance Indicators
4. ^ Pursuit of Performance Excellence: Business Success through Effective Plant Operations Metrics. A MESA Metrics Research Study. February 2012
5. ^ Key Performance Indicators: Establishing the Metrics that Guide Success, accessed 23 April 2016
6. ^ "Key Performance Indicators" (PDF). Colleges Ontario. Retrieved 2013-05-25.
7. ^ Robert D Austin, "Measuring and Managing Performance in Organizations"
8. ^ Martin Fowler (2003-08-29). "CannotMeasureProductivity". Martinfowler.com. Retrieved 2013-05-25.