Showing posts with label data management. Show all posts
Showing posts with label data management. Show all posts

Saturday, June 6, 2015

The Dangers of Hacking-Is China Opening an Era of Cyber Warfare?

The cost of corporate hacking and cyber warfare is a growing problem that results in the loss of over a hundred billion dollars annually. It is difficult to measure the costs of hacking as many such attacks, and the impact are difficult to track.  The Recent theft of up to 4 million federal workers has raised concerns of government hacking and its potential impact on the nation.

Cyber warfare and corporate theft are an attractive option because it doesn’t require a direct confrontation with any entity. In the Information Age, data is the primary transactional unit of understanding and getting things done. In many cases, information determines who has the upper hand in a conflict.

Collecting mass amounts of data is not an innocent affair. If information obtained through cyber attacks is funnelled to the right people(s) and cross-examined for similarities, robust profiles of important people emerge.

Profiles can include medical records, family members, spending habits, phone numbers, relatives, assets, income and just about anything else forming a comprehensive picture of the person. With the amount of information tucked in cyber world hacking creates greater leverage against individuals who oversee national assets.

Theft of information isn’t the innocent affair of some boy-genius sitting in his parents garage testing boundaries. It is conducted by companies, sophisticated cyber teams, foreign corporations and governments for gain. Lives are ruined, and national security is jeopardized when this information is applied inappropriately to shadow activities.

Almost any country can engage in this activity, and economic might doesn't necessarily impact it. The technological abilities and resources a country puts into cyber activities may determine its sophistication level but has little effect on effectiveness. Effectiveness is more influenced by the people doing the hacking.

Updating cyber security, and how information is stored should, be an important part of corporate operations. Those organizations like government entities and large businesses have even more responsibility to protect data and track breaches. Many have no idea how much information, or what type of information was compromised, making cyber warfare the new covert challenge of the 21st Century.

Wednesday, February 12, 2014

Can Better Marketing Data Lead to Stronger Performance?


Data can lead to confusion or clarity. As the market becomes more versatile companies will need betters ways of measuring.  Research by Homburg et. al. (2012) delves into what makes successful marketing data management and what doesn’t. They use a more complex contingency-based model that studies the association between market performance and data through the concepts of breadth, strategy fit, and cause & affect. 

There are many examples of data systems that include dashboards and balanced score cards. The right kind of data can lead to conclusions about cause and effect and this can have great benefits for organizations seeking a path to navigate. Data management is a method of drawing key measurements from the environment and aligning organizational activities for greater market performance. 

The greatest benefits of data appear to be from those who seek to create a differentiation strategy. This means that the firm is selling products that compete within certain demographics. They are showing themselves to be different than others because of X or Y. Market differentiation is a common strategy among companies that desire to set themselves apart in competitive markets.

Data management works well when market complexity and dynamism are higher. It helps to create more clarity that encourages alignment with new market trends. When markets are constantly changing data provides a target that may not be available to other firms. Proper systems help to clarify, develop strategies, and focus energy toward specific targets. 

They found through 201 marketing responses empirical support for performance outcomes depending on the strategy, complexity and dynamisms of the market. Faster changing environments need better information that can guide decision-makers into making stronger strategic choices. The biggest pay offs are for those firms that differentiate themselves from others. When markets are larger and across different continents breadth helps to ensure you are capturing the right data. Secondly, the data must fit within the strategy of the organization and help them focus on what is important. Third, cause and effect information helps firms adjust their processes to create greater impact in the market. 

Comment:  Data for data sake is not beneficial. The type of data collected should be based upon the strategic needs of the organization. This data is then organized in a way that encourages useful conclusions. Since data organized improperly can mislead decisions it is important to regularly revisit the type of data being collected and how it is being organized. 

Homburg, et. al. (2012). Marketing performance measurement systems: Does comprehensiveness really improve performance? Journal of Marketing, 76.