Unit 2.1 – Understanding KPI Metric Flow
Learning Objectives
Learning Outcome
2.1.1 Number of Customers Retained
2.1.2 Percentage of Market Share
2.1.3 Net Promoter Score
2.1.4 Average Ticket/Support Resolution Time
2.1.5 Improve Quality = Strategic Objective
2.1.6 Conclusion
Summary
Learning Objectives
Learning Outcome
Key Performance Indicator (KPI) is critical to achieve expected results in business. A clear understanding of important dimensions and aspects of business provide a better platform for effective and efficient decisions in business. The dynamic environment prevailing in business demands faster availability of data that are necessary to run the business efficiently. Since the business environment is dynamic, the data would be changing at a faster rate and it is necessary to gather updated information from the work and social environment. Understanding the status of operations will support performance of business through effective decisions taken using information available. Metrics available during performance is useful in changing the inputs to ensure expected results in output. There are many application packages available in ICT that support business through digital information available at the right time. The business planning done through availability of adequate information and business process implementation carried out through availability of information on operations will ensure competency and sustainability of business organisations.
Key Performance Indicator (KPI) is a metric value indicating the level of performance of a business activity. KPI provides measure on performance against the target. KPI is measured based on various parameters or dimensions of performance with time span. The metrics can compare present performance with past performances of an organisation. Proper reporting system can provide processed information in a way the management has predefined.
The various steps adapted to design efficient KPI are
Step 1: Establish Goals and Objectives
The purpose of a business activity should be defined clearly for achieving success in any activity.
The goals or objectives can be any of the listed aspects in business operations.
The organisations focus on the following activities.
Step 2: Establish Critical Success Factors (CSF) from goals and objectives
Step 3: Establish Key Performance Indicator (KPI) from CSF
Step 4: Collect measures
Step 5: Calculate metrics from measures
An effective KPI must have the following features.
18 Key Performance Indicators of business
Fig 2.1.1: KPI Structure
Customer retention strategy consists of various activities carried by an organisation to increase the number of customers who repeat their purchases. Customer retention strategy also works on increasing the customer usage of the products and services. Many loyalty programmes are planned by organisations to ensure customer retention.
The metrics used in calculation of customer retained are
Repeat Customer Rate.
Purchase Frequency.
Average Order Value (AOV).
Fig 2.1.2: Metrics used in Calculation of Customer Retained
1. Repeat Customer Rate
Repeat customer rate is the measure of the percentage of customers preferring to make a second purchase because of the level of satisfaction, and may continue to use product or service.
a) Number of customers with more than one purchase.
b) Number of unique customers.
2. Purchase frequency
Purchase frequency is the average number of days between two consecutive purchases of a customer.
a) Number of visits by a customer.
b) Time period.
3. Average Order Value
The purchase value of the average order is a measure to value the customer and number of customers multiplied by average order value will provide estimation on sale value of the organisation.
Customer Value
Customer value indicates the status of business.
Customer Value = Purchase Frequency x Average Order Value |
Strategies to boost customer retention
The strategies used to boost customer retention are
Fig 2.1.3: Strategies to boost customer retention
1. Use customer accounts
Starting and maintaining customer accounts with all details about customers that can be used to go through previous purchases and also the profile details to send in customised mails.
Advantages
Disadvantages
Hesitant to fill up the form at first time by customers.
Too many messages can disturb the customers.
2. Improve customer support
Organisation can improve its customer support. Information communicated Pre-Purchase and Post-Purchase would support the customers. Post-purchase communication can help to reduce dissonance feeling by customer and can provide useful information on maximum usage of the product.
Advantages
Disadvantages
Possibility of one-sided response.
Pressure to identify new measures.
3. Start a customer loyalty program
An effective customer loyalty program will support retention of customers and also will increase the revenue from the customers. Motivating the customers to continue their purchases through incentivising long-term purchases.
There are many programs like
Advantages
Disadvantages
Incentives may be costly.
Long run value might go down due to excessive incentives.
Push strategy might create price sensitive customers and competitors might exploit the tendency with better incentives.
4. Send engaging emails to customers
Customer retention strategy includes ‘Sending emails to customers.’ Email advertising is very economical.
Advantages
Disadvantages
5. Offer a discount or credit to return
Discounts are one of the ways to bring in new customers and also will support customer retention.
Advantages
Disadvantages
Reduction in margin
Price may create heavy competition
Brand value may come down in the long run
Fig 2.1.4: Business structure with Customer retention
Market share is an important parameter for a company and acts as the base for most of the plans of an organisation. Market share is firm’s percentage of an industry’s total sales. Market share is the contribution percentage of a company’s products or services to total sale of products or services of the industry.
Market share can be divided by industry, product category, brand, and a variant in brand. The market position of a company in categories like market leader, market challenger, market player, me too player or Niche player is the status of the company, and activities are done based on market position. Market share indicates competitive position of a company with respect to other competitors in the industry. Market share uses 1. Economies of scale advantages 2. Creation of entry barriers and 3. Bargaining power of the company.
Steps in calculation of market share
Determine the period of market share calculation
Calculate company’s revenue
Find the total market sales
Divide the company’s sales by total industry’s sales
Steps for calculating the market share of a new product
Total market opportunity
Total available market
Total serviceable market
Market segment opportunity
Expected percentage based on strategy
Fig 2.1.5: Market share
The global digital marketing software market size was valued as USD 35.24 billion in 2017. The market share is projected to grow at a CAGR of 15.2% from 2018 to 2025. The digital potential can be categorised as many areas and the market share be calculated considering the digital market share of an organisation against area potential.
The market share of search engine in US in July 2019 was Google (88.07%), Bing (6.34%), Yahoo (4.05%), DuckDuckgo (1.25%) and others (0.29%).
Advantages
Disadvantages
The Net Promoter Score (NPS) is an index ranging from -100 to 100 that measures the willingness of customers to recommend a company’s products or services to others. It is used as a proxy for gauging the customer’s overall satisfaction with a company’s product or service and the customer’s loyalty to the brand.
Net Promoter or Net Promoter Score (NPS) is a management tool that focuses on loyalty level of customers and the prevailing relationship between the company or brand with the customers. NPS acts as an alternative index to traditional customer satisfaction index. The scale range in NPS is -100 to 100. The customers are asked questions related to loyalty level and their orientation to recommend the brand or company to the customer’s social environment. Social environment is the customers’ family members, relatives, friends and colleagues. Global companies have adapted the tool to understand their position in the minds of the relevant customers. NPS acts as a dynamic indicator for strength of word of mouth support from customers and the strength of relationship. The NPS score is highly functional.
Net Promoter Score Calculation
The survey conducted to calculate NPS has one single question. The question uses 11-point scale with the rating option from 1-10. The question attempts to measure likelihood of recommending a brand or a company by the target customers. The survey groups the respondents into 3 categories.
Detractors: The NPS given by a customer can be in the range of 0 to 10. The detractors are customer group who may have negative orientation or dissatisfied with products or services offered by the company. The score 0,1,2,3,4,5, and 6 offered by the customers place them with a tag ‘Detractors’. A company should be careful with detractors because of the possibility of negative word of mouth generated by detractors. Company should focus on detractors to preserve market image for the brand or company.
Passives: The passives are customer group having neutral or undecided status regarding brand recommendation. The passives spread neither negative or positive word of mouth. Passives may move towards promoters or detractors or may continue to stay in passive category. Company cannot capitalise the category in a big way. The passives offer 7 or 8 as the score for NPS.
Promoters: The promoters are customer group having positive orientation on brand or company. Promoters are the source of positive word of mouth for the company and company makes best use of the contributions by promoters. Company can motivate promoters on a regular basis and capitalise the recommendations made by promoters. Promoters offer 9 or 10 as the score for NPS.
The NPS calculation considers number of promoters for a brand or company and number of detractors. The NPS value is formed by separating % of detractors from number of promoters.
Number of promoters
Number of detractors
NPS = % of Promoters – % of Detractors
Fig 2.1.6: Scale of Net Promoter value
Advantages of NPS
Provides clear value for brand or company
Easy to implement the tool, less time consuming and economical
Easy to identify supporters for the brand or company
Higher response rate
Simple and functional
Disadvantages of NPS
Not comprehensive
Scale is imbalanced, narrow neutral space and positive space
Reasons for the score is not defined
Too straight and general
Reasons for using NPS
NPS value may reflect the position of the company in the market. The position of the brand or company in the mind of customers are measured. The score motivates the team or warn the team members to perform better.
NPS provides clear indication on the strength of word of mouth.
NPS is a clear measure of loyalty.
NPS provides clear categorisation of customers.
NPS provides indicator for overall improvement in business and open up space for improvement in Customer Relationship Management (CRM).
NPS is economical and easy to implement.
NPS consumes very less time.
The quality of service can be the best strategy to hold a customer in the long run and ensure his/her loyalty. One of the standard measures to measure the quality of service is the time taken by a company to provide the required service from the time of service call made by the customer.
Mean Time to Resolution (MTTR) or Resolution Time is the average amount of time a company’s service team takes to complete the service activity from the time of getting a service call from the consumer.
Calculation of resolution time of a service
Service call request: 10.50 A.M.
Service completed: 1.40 P.M.
Time taken to complete the service call (SC): 170 Minutes
Suppose a company gets 10 service calls.
SC1 : 130 Minutes
SC2 : 145 Minutes
SC3 : 140 Minutes
SC4 : 170 Minutes
SC5 : 160 Minutes
SC6 : 155 Minutes
SC7 : 180 Minutes
SC8 : 140 Minutes
SC9 : 150 Minutes
SC10 : 160 Minutes
Fig 2.1.7: Service Resolution Time Distribution
The MTTR or Resolution Time = 130+145+140+170+ 160+155+180+140+150+160
= 1530/ Total service calls
MTTR = 153
15 Help Desk Metrics
There are 15 metrics related to services that can provide an estimate on the quality of services. The metrics are
Number of new tickets (Fresh service calls)
Number of tickets resolved
Ticket volume by support channel
Time to first response
Average customer wait time
First resolution time and full resolution time
Response time bands
Ticket transfer analysis
Current backlog
Predicted backlog
Customer satisfaction ratings
Individual agent performance
Support agent satisfaction
Web traffic to the resource pages
Support request trends
Advantages of Mean Resolution Time
Disadvantages of Mean Resolution Time
Effective Mean Resolution Time System
Use a fast and accurate incident management system.
Cut alert noise and filter non-alerts.
Keep incident acknowledgement times short.
Set priorities from the start.
Use real-time collaboration.
Establish response teams with clear roles.
The additional steps can be
Benchmark setting for each category of services.
Deviation analysis: Actual time consumed v/s Service standard.
Recording of cases and learning.
The extended system may include
Separate MTTR for each category of services.
Percentage of service calls resolved in every duration considered.
Total number of incidents and cumulative incident system.
Reduction of Mean Resolution Time
In digital marketing, the mean response time for a customer enquiry is very important.
Quality: Quality is the capability of a product or service to satisfy the needs or wants of the customer. Ability of the product or service to ensure what is promised from the product or service. Quality is multi-dimensional and subjective. Quality is the status that puts all similar products on a scale and supports choosing the suitable product.
Quality dimensions: Dimensions are the major factors by which the quality is measured. The totality of the value of dimensions gives total quality for a product. TQM is total quality management and it works for overall value creation from the product or service.
The quality dimensions provide value to the products and services. Quality dimensions can be measured and in totality marks the total quality of the product or service. Quality dimensions have many features that contribute to quality of the product or service.
Performance
Features
Reliability
Conformance
Durability
Serviceability
Aesthetics
Perception
Quality metrics in digital marketing: The quality dimensions in digital marketing can be broadly listed as 19 factors. Quality metrics are listed below.
Overall website traffic
Traffic by source
New visitors v/s Returning visitors.
Sessions (Number of visits received by the website)
Average session duration
Page views
Most visited pages
Exit rate
Bounce rate
Conversion rate
Impressions
Social reach
Social engagement
E-Mail opening rate
Click through rate
Cost per click
Cost per conversion
Cost per acquisition
Overall ROI (Return on Investment)
Quality Concepts
Quality Improvement Process
The quality improvement process involves the listed basic concepts:
Quality Improvement Models and Tools
Quality improvement models are many. The various models could establish standard, systematic and framework for quality developments.
Plan-Do-Study-Act [PDSA] cycles.
Six Sigma is an approach that reduces defective items.
Lean management is an approach that reduces waste in the processes.
Strategic view of Quality Development
Strategy planning is done for long term development of an organisation. The core concepts of strategic quality management are
Customer focus
Leadership
Continuous improvement
Strategic quality planning
Design quality, speed and prevention
People participation and partnership
Fact-based management
Customer focus: Quality developments should match the customer needs and wants. Quality development initiatives should focus on making the product more suitable and fitting for the customers.
Leadership: Implementation of various quality improvement concepts depend on the commitment of leadership in providing best products or services to the customers. Leadership should focus on setting up a system and structure to implement quality system. Leadership should allocate adequate funds for quality system development. Leaders should have the capability to achieve success in quality implementation.
Continuous improvement: Continuous improvement is necessary for the competitiveness and survival of many organisations. The structure that works on continuous improvement is necessary for the organisation to stay fit in the market. A well-designed and well-executed management of all systems and processes are the necessity to ensure operational success of any organisation. The expectation of customers from a product or service will be always higher and organisations should be capable of meeting the challenges imposed on continuous value addition.
Strategic quality management: Strategic quality management is the functional ability of the organisation to carry out and implement strategic planning. The ability to deploy action plans on an organisation requires structural conformity to achieve results. Ability of the organisation to fulfil long term commitments.
Design quality, speed and prevention: Design is the functional structure to hold value in product or service. Design of product or service should be based on requirements of customers, technology available and structure and capability of the organisation. The design should ensure performance and defect-free products. Design should be functional and economical and should bring the best out of the input of resources.
People participation and partnership: No strategy can achieve desired results without the support from people involved in the implementation process. The implementing employees should realise the advantages and positive aspects in implementation of the decided strategy. Top management should ensure that the knowledge about strategy should reach each and every person involved in implementation.
Fact based management: Management should be based on information and data generated from various functional areas. Decisions should be taken based on information. Fact based management reduces decisions based on assumptions.
Strategy planning on quality improvement and deployment of adequate resources on implementation can produce sustainable development. Integrating all departments and departmental activities towards organisational strategy can make the organisation more competitive.