A performance measure’s value evolves from its ability to instigate and/or influence action. To do this, the measure must accurately reflect materially important performance parameters and present that information in a timely, readily understandable manner. It is to this later characteristic that performance metric style sheets are critically important.
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Nathan Ives is a StrategyDriven Principal and Host of the StrategyDriven Podcast. For over twenty years, he has served as trusted advisor to executives and managers at dozens of Fortune 500 and smaller companies in the areas of management effectiveness, organizational development, and process improvement. To read Nathan’s complete biography, click here.
Speaking two languages makes you bilingual, and speaking three makes you trilingual. Any more than that, and you are a polyglot. In today’s data-driven business world, you are a data scientist if you can “speak data”.
Our world is becoming more and more about the data it generates. As pressure mounts, people who can analyze, visualize, and interpret data are becoming indispensable, much like a well-versed polyglot who can interpret and translate multiple languages with ease.
Speaking the language of data
Data surrounds us, and the ability to understand and interpret it should be a natural requirement for every individual and organization. Perhaps data and its projection on every surface of our surroundings will be the world’s new sign language. Thus, the new generation of human capital must possess this fundamental skill.
As individuals, we are challenged by the overwhelming amount of data we interact with in every scope of our lives. Learning how to make sense of data is becoming a necessity rather than a choice. If we want to continue to be part of this fascinating and engaging ecology – the world of Big Data, including the smart appliances, classrooms, schools, workplaces, and cities we anticipate in the near future – we need to be able to go beyond just speaking the language of data.
Using a data-driven strategy as a competitive advantage
It does not take a sophisticated algorithm to see the value of data scientists on today’s organizations. Clear distinctions are emerging between organizations that embody and embrace the data-driven world we live in and those who have not adapted and are still following a traditional approaches. Competitive organizations are embracing big data and re-engineering their strategies and processes accordingly.
In essence, these organizations are expanding their family of employees who are well-versed in data at every level of their managerial hierarchy. Clarity and transparency are of the utmost importance to data-driven environments where everyone speaks the language of data.
First and foremost, organizations have limited choices in today’s extremely dynamic business world. Data-driven strategies are inherently dynamic strategies that can help organizations bring the necessary transformations based on materialized and projected evidences. Data-driven strategies are also inherently granular, allowing management to sync and assess different layers of decisions and actions. Furthermore, data-driven strategies permit clear communication, responsibilities, and accountabilities at various decision layers.
Creating a data-driven culture
More importantly, the benefit of speaking the language of data allows organizations to be active in their communities and to learn through continuous engagement and feedback from their stakeholders. These are realities no organization can ignore for survival. However, in order to be competitive, organizations need to delve into the nitty-gritty of the language of data: the grammar, punctuation, and spelling that are required to be proficient in the world of big data. It not only requires passion, but also a bit of obsession.
Eloquent data speakers such as Google, Facebook, and Amazon serve as great role models for other organizations that are encouraged by the returns they see and that understand the growing need for their employees to communicate through data. This shift is not limited to creating a subset of employees who can analyze data, but to create a data-driven culture and environment that embraces all employees’ internal and external interactions as members of the big data ecology.
About the Author
Anteneh Ayanso is an Associate Professor of Information Systems at Brock University’s Goodman School of Business. He is certified in Production and Inventory Management (CPIM) by APICS and teaches and researches in the areas of data management, business analytics, electronic commerce, and electronic government. Anteneh Ayanso can be contacted at (905) 688-5550 x 3498 or [email protected]
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Size doesn’t matter: why predictive analytics prove your customer relationship management methods are likely falling short
For a sales-driven organization, it isn’t the size of your data that matters, it’s what you do with it. No longer a discretionary luxury, predictive analytics are now the name of the game for those who seek to utilize customer metrics in a meaningful way to establish a tremendous competitive advantage, gain notable market share and significantly boost bottom lines. In fact, according to the 2015 State of Sales Report published by Salesforce Research, “smart selling fueled by predictive analysis is expected to jump 77% among high performers,” throughout 2016. Not only that but high performers are also four times more likely to use predictive analytics.
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Lang Smith is the founder of Cloud Signalytics – a first-of-its-kind predictive intelligence software platform helping major franchise auto dealerships create highly precise, individualized customer profiles to maximize sales. He may be reached online at www.cloudsignalytics.com.
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A business’s life source is its data, and with the recent data breaches and cyber attacks, the state of a business’s data has become a top concern. Organizations rely on their data in order to make critical operational, tactical, and transactional business decisions that significantly affect the survival and livelihood of their company. The data with which is used to make decisions must be accurate, consistent, and reliable. Breaches of data integrity, or BDIs, can damage a company’s reputation, demographic, product or service, or what’s worse, and often the outcome, finances. Data integrity can become compromised intentionally, via cyber thievery, or as a result of system changes, human error, or natural causes. Fortunately, companies are becoming more aware that a data integrity insurance system is a necessity and are implementing new technologies into their business processes in order to safeguard against a data breach.
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Richard Milam is the Founder and CEO of EnableSoft Incorporated (www.enablesoft.com). EnableSoft, is engaged in offering game changing software products and services to the business and financial services industry, healthcare and a dozen other markets. EnableSoft serves over 500 corporate clients worldwide. Prior to founding EnableSoft in 1995, Richard was a partner and served as Senior Vice President of FiTech PLUSmark, Inc. Richard designed and implemented a business plan to offer bank merger data conversion services which resulted in the successful merger of over 50 financial institutions.
References:
Cosgrove, T. JD., & Rosa, C. (2014). Breaches of Data Integrity (BDIs). ispeak. Retrieved from http://blog.ispe.org/?p=1466
David, J. E., & Best, I., (2014). Target Data Breach Impacted As Many As 110M People. The Fiscal Times. Retrieved from http://www.thefiscaltimes.com/Articles/2014/01/10/Target-Data-Breach-Impacted-Many-110M-People
Ernst & Young LLP. (2014). Cyber insurance, security and data integrity. Retrieved from http://www.ey.com/Publication/vwLUAssets/EY_-_Insights_into_cyber_security_and_risk/$FILE/ey-cyber-insurance-thought-leadership.pdf
Prince, K. (2008). Health care data security breaches in the U.S. SC Magazine. Retrieved from http://www.scmagazine.com/health-care-data-security-breaches-in-the-us/article/120069/
Santillan, M. (2015). Takeaways From the 2015 Verizon Data Breach Investigations Report. THE STATE OF SECURITY. Retrieved from http://www.tripwire.com/state-of-security/security-data- protection/cyber-security/takeaways-from-the-2015-verizon-data-breach-investigations-report/
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There’s this thing that websites do. They use the term ‘metrics’ out of context. Their metrics are arbitrary, and they jerk the chains of sellers with figures that are unsubstantiated. They arbitrarily disable accounts. Sadly, this is what is thought of as “quality” in the digital age.
Websites that sell products are digital platforms, not the arbitrators of quality in the business world.
Metrics are easily skewed and do not reflect the overall customer satisfaction. A criticism of performance metrics is that when the value of information is computed using mathematical methods, it shows that even performance metrics professionals choose measures that have little value. This is referred to as the ‘measurement inversion.’ Metrics seem to emphasize what organizations find immediately measurable — even if those are low value — and tend to ignore high value measurements simply because they seem harder to measure (whether they are or not).
To correct for the measurement inversion other methods, like applied information economics, introduce the ‘value of information analysis’ step in the process so that metrics focus on high-value measures. Organizations where this has been applied find that they define completely different metrics than they otherwise would have and, often, fewer metrics.
Quality is not something that managers assign others to achieve. It is a mindset that permeates organizations from top-down as well as bottom-up. Rather than assume all is wrong or right with an organization and take a defensive posture, management must view quality as essential to their economic survival or growth. Quality entails four concepts:
Success is determined by conformity to requirements.
Quality is achieved through prevention, not appraisal. The quality audit by objective outside communications counsel is merely the beginning of a process.
The quality performance standard is zero defects. That means doing things correctly the first time, without wasting counter-productive time in cleaning up mistakes.
Nonconformance is costly. Make-good efforts cost more on the back end than doing things right on the front end.
Organizations measure quality by overall involvement. It is not enough for management to endorse quality programs; they must actively participate.
Quality should be viewed as a journey, rather than a destination. It applies to service industries and manufacturing operations. Even non-profit and public sector organizations must utilize quality approaches for staff and volunteer councils/boards.
Employees must buy into the process by offering constructive input. All ideas are worthy of consideration. Life-threatening experiences (loss of business or market share, economic recession) signal the urgency for the team to collaborate.
Empowerment of employees means they accept the challenges and consequences. They must view the company as a consumer would… being as discerning about buying their own services as they are about fine dining, premium clothing, gifts for friends, a car or a home.
What if we were all paid based upon customer perceptions of our service? That would make each of us more attentive to what we offer and whether our value is correctly perceived.
Each member of an organization must view himself/herself as having customers. Each must be seen as a profit center and as having something valuable to contribute to the overall group. Each is a link that lets down the whole chain by failing to uphold their part.
What is missing in most organizations is the willingness to move forward, not the availability of information or room/desire for improvement. Willingness requires complete and never-ending commitment by management. The first time the organization tolerates anything less than 100 percent, it is on the road back to mediocrity.
The most common pitfalls toward success include:
Taking a piecemeal approach to quality.
Thinking that quality needs apply to some other department, company or industry, not your own.
Thinking that you are already doing things ‘the quality way.’
Failing to address structural flaws that fuel the problems.
Focusing upon esoteric techniques, rather than true reasons for instilling quality.
Saying that something is being done when it is not.
Failing to engage customers and suppliers into the process.
Failing to emphasize training.
Setting goals that are too low.
Communicating poorly with the organization and its publics. Without employee communications, suggestion boxes, publications, training videos, speeches and other professionally prepared instruments, the company is fooling itself and its customers about the commitment to quality. Without good communication from the outset, the program will never be understood and accepted.
Quality improvement is the only action that can simultaneously win the support of customers, employees, investors, media and the public. Productivity translates to profitability in an advantageous climate in which to function.
Investment Toward Economic Survival and Growth
Research shows the by-product costs of poor quality are high for any business, up to 40 percent. Lack of attentiveness to quality has cost the United States its global marketplace dominance. Other nations preceded the U.S. in adopting the quality process and overtook our nation in many areas.
In 1981, more than 70 percent of U.S. automobiles realized defects within six months of purchase. That figure has now dropped below 40 percent, compared with just under 30 percent in Japanese cars. Had quality been a focus in Detroit years earlier, then the obvious would not have transpired.
The Japanese have always viewed quality as a national issue… not just an individual company matter. The real victim of America’s late entry into the quality process was every employee whose livelihood was endangered. Consumers did not worry; they simply bought goods and services elsewhere.
Success via competitiveness has many dimensions:
Production efficiency became America’s focus by the 1950’s.
Marketing’s importance was fully embraced in the 1960’s. Marketing departments deal most often and immediately with the side effects of poor quality.
The 1970’s brought the first wave of strategic planning. Without mapping a course, how can any organization reach a destination?
The 1980’s brought us the quality process… which is the bow that wraps a package containing the other three elements. At the start of the decade, many executives viewed the quality process with indifference or fear. By decade’s end, virtually all (92 percent) agreed that quality is the main prescription for survival.
Though quality is one element of competitiveness, it cannot cover defects in the other areas. The quality audit by objective outside communications counsel can also examine the production, marketing and strategic planning functions.
Companies must place demands upon their own organizations to embrace customer service tenets. Satisfied customers talk to others… encouraging them to buy based upon quality of the company. Dissatisfied customers will aggressively discourage higher numbers of prospects from buying.
The mark of any professional is the manner in which he/she corrects mistakes. Most often, this means correcting misperceptions about company attitude, rather than the condition of goods. The faster the correction, the better the level of satisfaction. Quality is the sum of impressions made on the customer.
Payroll is the biggest overhead item. Improvement can be quantified by increased productivity, reduced turnover and heightened employee morale.
The empowered team is trusted to seek quality on their own. Bad managers will fall by the wayside. Employees who do not pull their share will stick out like sore thumbs. The team will not be judged by the superstars but, instead, by the average. The whole is greater than the sum of its parts.
In order to complete the chain, organizations must insist that suppliers, professional services counselors and vendors show demonstrated quality programs, as well as ethics statements. Educational and incentive programs should be implemented.
During tough economic times, investment in a quality program is not costly. Anyone who is unwilling to spend for quality is hastening company decline.
Business Strategy Steers the Quality Process
Quality is one of the most vital ingredients of competitive success. Total Quality Management (TQM) is recognized as a prerequisite for survival. One fourth of all corporations now administer quality programs.
The focus on quality has gone beyond the finished product and addresses all processes throughout the organization. Evaluating quality is not just a question of meeting customers’ expectations… but rather exceeding them.
Paying attention to quality can realize:
Lower operating costs. Research shows they can be cut in half.
Premium pricing for preferred goods/services.
Customer retention.
Enhanced reputation.
Access to global markets.
Faster innovation.
Higher sales.
Higher return on investments. TQM has increased profitability in some corporations up to six times.
Total Quality Management is customer-focused and strategy-directed. It is a top management activity… steered by public relations counselors. The human relations component is strong, but quality programs are substantially communications-driven.
The successful quality program empowers employees, who will achieve quality on their own. The more positive results are shown, the more universal will be participation. The quality process must have substance–not just rhetoric–in order to build momentum. There are no magic shortcuts. If the process is given proper attention and support by top management, it is a money maker.
How to Institute a Quality Program
Much has been written about Total Quality Management. Change is painful for most people but is necessary. Conducting “business as usual” means standing still… which means losing ground while other companies move forward.
Quality does not mean that true perfection will exist. It is simply a commitment to keep the wheels of progress at top-of-mind motion.
To change and improve requires methodically and systematically undertaking actions that will make your company ‘world class.’ These actions include:
Education.
Communication.
Reward and recognition.
Employee suggestion systems.
Involvement teams.
Benchmark measurements of accomplishments.
Statistical management methods.
Research shows that most companies implement quality programs as a reaction to a perceived negative image. Data is gathered in scattered areas, usually to produce flashy charts for customers. Because upper management does not know which programs to implement, the quality process stagnates.
Doing things for the wrong reasons or to temporarily pacify someone else spells failure. There are no quick fixes. Applying band-aids will just reopen the wounds at a later date. Quality can never be identified too broadly enough.
In order to put a quality program into place, the following steps must be taken:
Study the activities of admired companies. Interview them to provide insight. Set meetings to review what works for them. Read case studies of Malcolm Baldridge Award winners. Companies can and should be role models for each other.
Retain outside experts. Quality programs are communications driven and should be captained by public relations counsel who possess this expertise. They will conduct communications audits and strategic planning. This is not something that can be conducted alone by internal human resources departments. Good experts will tell you the hard facts and what needs to be done.
Research drives most communications programs. Commission customer and employee surveys. It will provide comparisons between the realities and perceptions that are held.
Ask counsel to write a plan of action for putting the quality program into place.
Assemble an internal quality team… making sure that all major departments are represented. Together with outside counsel, this committee will pursue its objectives, per the written agenda.
Set realistic timelines for putting recommendations into place.
Set schedules for routine review of the process. This includes repeating surveys to assure that you are making adequate progress.
By successfully combining employee involvement, process improvement, customer focus and demonstrated management endorsement, any company can succeed at quality. Even on a limited investment, quality can be attained.
The challenge is to discover what mix of price and quality the customer wants and to deliver it. Slogans only create adversarial relationships. Once the system owns up to its shortcomings and responsibilities, then a true quality process will occur. Failure to read the ‘handwriting on the wall’ will thwart company growth and, thus, the overall economy.
About the Author
Power Stars to Light the Business Flame, by Hank Moore, encompasses a full-scope business perspective, invaluable for the corporate and small business markets. It is a compendium book, containing quotes and extrapolations into business culture, arranged in 76 business categories.
Hank’s latest book functions as a ‘PDR of business,’ a view of Big Picture strategies, methodologies and recommendations. This is a creative way of re-treading old knowledge to enable executives to master change rather than feel as they’re victims of it.
Power Stars to Light the Business Flame is now out in all three e-book formats: iTunes, Kindle, and Nook.
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