Wealth = function (numeracy, memory recall)

As per a recent paper by the National Bureau of Economic Research

It has been postulated that wealth is simply a function of your ability to handle numbers as well as recall memory.

That is – answering just three numerical questions for Retirement/ people with age above 50 years. This alone should serve as a wake up call for greater investment in Education (than just banks and corporations).

Citation- NBER

Cognition and Economic Outcomes

Household wealth is strongly associated with numeracy and memory recall.

In Cognition and Economic Outcomes in the Health and Retirement Survey, (NBER Working Paper No. 15266), co-authors John McArdle, James Smith, and Robert Willis show that the ability to answer three simple mathematical questions is a significant predictor of wealth, wealth growth, and wealth composition for people over 50 years of age.

Using data from the Health and Retirement Survey (HRS) — a nationally representative longitudinal survey for the United States, which combines comprehensive information on household wealth with “cognition variables” designed to measure memory, intactness of mental status, numerical reasoning, broad numeracy, and vocabulary — these authors find that household wealth is strongly associated with numeracy and memory recall.

To test memory recall, respondents listened to a list of ten simple nouns, answered other questions for five minutes, and then were asked to recall as many of the nouns as possible. Two-thirds of the HRS survey respondents were able to recall between three and seven of the words. Most respondents answered just one of the three numeric questions correctly.

Answering a numeric question correctly in the three-question sequence was associated with a $20,000 increase in total household wealth and about a $7,000 increase in total financial wealth. Wealth also tended to increase with a higher numeracy score for either spouse in a married couple—when neither spouse answered any numeric questions correctly, which was about 10 percent of the cases, household wealth was about $200,000. When both spouses answered all questions correctly, household wealth was about $1,700,000.

In households where one spouse, the financial respondent, was in charge of finances, household financial wealth was larger if the financial respondent had the higher numeracy score. Answering a question correctly was associated with a $30,000 increase in household wealth if the financial respondent answered correctly and only a $10,000 increase if the non-financial respondent answered correctly. Households with higher numeracy scores were also more likely to have higher fractions of their portfolios in stock.

In this sample, wealth was higher for couples than for single-person households, and lower for minorities than non-minorities. Wealth increased with age and family income, and rose steeply with education. In the HRS, median household wealth was $198,000, and 9 percent of that was held in stocks. Median total income was $37,000, and the typical sample member was a high school graduate.

The authors point out that their exploratory analysis has only established that specific cognitive measures are useful predictors of accumulated wealth and that they have not established causal pathways. It is possible, for example, that a lifetime interest in investments and the stock market can improve numerical ability. However, they note that the fact that numeracy seems to predict total and financial wealth at lower wealth quartiles where people are less likely to be active investors does seem to weigh against a purely reverse pathway from investments to cognitive ability.

— Linda Gorman

Speaking of Educational Programs I came across a good example on education in numeracy –

SAS Institute has been working in the field in the following  manner- directly as provider of SAS® Curriculum Pathways®

Fully funded by SAS and offered at no cost to US educators and students, SAS Curriculum Pathways is designed to enhance student achievement and teacher effectiveness by providing Web-based curriculum resources in all the core disciplines: English, math, science, social studies/history and Spanish, to educators and students in grades 8-14 in virtual schools, home schools, high schools and community colleges.

I believe other statistical softwares (like RE Computing, IBM SPSS , etc ) can also donate a small part of their product portfolio to K12 education (not just college education) as well. Education is an area where software companies especially in the field of statistics and analytics, co-operation and co-mpetition can co-exist to enhance the pool of potential developers , users and enhance life skills in numeracy as well .

Data Mining Survey Results :Tools and Offshoring

Here are some survey results from  Rexer Analytics

The Graphics seem self explanatory: terrific Data Visualization

1) The field of Data Mining seems ripe for either more offshoring to cut down costs or

there will be price pressures to cut costs on software ( read More R and SaaS) and Hardware ( more cloud /time sharing  ?)

2) Satisfaction with both R and SAS seems similar but R seems to score higher than other flavors.

3) An added dimension of  utility ( or say

(satisfaction in terms of analyst comfort + functionality in terms of business benefit) divided by (License + Training + Installation + Transition costs)

would have even extra analysis.

But these are not final results- for that you need to see Dr Karl at Rexer Analytics

Using Ipod and Iphone with your Ubuntu Laptop

If you love your  Apple iPhone / iPod, the latest release of Ubuntu from Canonical called Karmic Koala ( the counter part to Microsoft’s Windows 7) is totally compatible for USB connection

If you love your  Apple iPhone / iPod, the latest release of Ubuntu from Canonical called Karmic Koala ( the counter part to Microsoft’s Windows 7) is totally compatible for USB connection.

Ubuntu uses Rhythmbox for playing songs and uses FSpot and Gimp for images. The audio quality is excellent ( even if you are using very old hardware like I do) and Gimp is the best image manipulation software -comparable to ones from Adobe- intuitive and easy.