Tuesday, November 05, 2013

Doctor's degree by field of study, race, foreign, and gender


The field of choice for US doctor awardees are similar regard less of race. Non-resident alien accounted for almost 30% of the supply for higher education instructors!

Observing of doctoral degree conferred in the United States provided us a unique look into the US higher education system. It provided implications for our future higher education system. For one, the doctors are the main source of future college instructors, and secondly, they are future leaders of our higher education institutions. They are also the main research talent that will continue to move the country forward. Lawyers also play important roles in the social justice of our society, especially in protecting minorities' legal rights.

The CL education center has just released a set of data processing reports based on the IPEDS (Integrated Postsecondary Education Data System) 2011-12 completer survey - the analysis can be found under the section: United State's Doctor Production.

IPEDS survey classifies Doctors into 3 groups: The Research Doctors, the Professional Practice Doctors, and the Other Doctors. For non-legal, and non-medical field, the research doctors are the main source for college instructors. The professional practice doctors are mainly the lawyers, and the medical doctors, but also includes doctors that are mainly prepared for specialized career practices like ...

Total Doctor Degrees Awarded by Field of Study (CIP)

Figure 1, Doctors' field of study for each race (click to view the whole chart)
The major field/CIP of interested are list in Table 1 below.

Table 1, major field of interest for each race (multiple and unknown race not displayed)
CIPTitleNativeAsianPIBlackHispanicWhiteAlien
11Computer and Info. Sci.0.3%0.8%0.4%0.2%0.5%4.2%
13Education8.6%1.9%15.9%6.6%5.8%3.4%
14Engineering1.6%3.7%1.4%2.0%2.4%24.8%
22Legal Prof. and Studies37.5%21.2%29.1%38.8%30.5%5.7%
26Bio and Biomedical Sci.3.1%4.1%2.6%3.7%4.0%11.2%
40Physical Sciences1.3%1.5%0.9%1.5%2.4%11.3%
42Psychology3.5%1.7%3.9%5.5%4.0%1.8%
45Social Science1.1%1.0%1.3%1.5%1.7%5.9%
51Health Professions related36.3%58.7%32.3%33.3%39.4%10.1%


Figure 1 and Table 1 revealed that, for US citizen, almost all races are favoring Legal, and Health Professions roughly equally, except Asian Pacific Islander are skewed more toward Health Professions. Beside the point made above, in general, all races exhibit similar field-of-study pattern. The major disparities in the chart come from the non-residence alien, where the dominated field is the engineering. Their domination on physical science and biology is also noticeable.


Total Doctor Degrees Awarded by Race
Table 2, total doctor degree awarded by race
NativeAsianPIBlackHispanicWhiteAlienUnknownMult.Rc
0.5%9.5%6.1%5.5%58.8%11.5%7.3%0.7%

Total Research Doctors Awarded by Race
Table 3, total research doctors awarded by race
NativeAsianPIBlackHispanicWhiteAlienUnknownMult.Rc
0.4%5.3%6.3%4.1%49.2%27.3%6.8%0.6%

The research doctor degree, which mainly removed the lawyers and medical doctors from the total doctor count, awarded to non-residence alien comprise a whooping 27% of all the research doctor degree awarded. Research doctors are the major supply of teachers for our higher education system.

Table 4, research doctors awarded by fields(CIP) and by race
CIPTitleNativeAsianPIBlackHispanicWhiteAlienUnknownMult.Rc
1Agriculture and Operation0.7%2.5%1.3%4.1%34.5%52.0%4.5%0.4%
3Nature Resource and Conservation0.4%3.4%2.5%3.4%56.7%27.4%5.6%0.5%
4Architecture0.0%17.8%4.0%3.5%29.2%37.1%6.4%2.0%
5Area, Ethnic, Cultural, Gender Studies2.2%8.6%11.9%5.0%44.2%16.9%10.4%0.7%
9Communication, Journalism0.7%2.6%5.7%2.1%56.3%25.3%6.9%0.3%
10Communication Technologies0.0%0.0%0.0%0.0%0.0%100.0%0.0%0.0%
11Computer and Info Sci.0.2%8.3%2.0%1.2%33.0%50.4%4.7%0.2%
12Personal and Culinary Services







13Education0.8%3.1%16.6%6.1%58.3%7.0%7.5%0.6%
14Engineering0.2%7.0%1.7%2.2%28.2%56.2%4.2%0.4%
15Engineering Technologies0.0%5.5%1.8%1.8%49.1%34.5%7.3%0.0%
16Foreign Languages, Literatures0.1%3.6%1.7%6.6%47.0%32.4%8.4%0.3%
19Family, Consumer Sci.0.3%3.4%9.1%2.2%57.2%25.3%2.2%0.3%
22Legal Prof. and studies0.0%1.6%0.5%2.1%11.0%77.0%7.9%0.0%
23English, Literature0.4%3.4%4.0%3.8%70.8%8.5%7.9%1.1%
24Liberal Arts, Sci. General Studies0.0%4.5%3.4%1.1%56.8%12.5%20.5%1.1%
25Library Sci.0.0%2.0%2.0%2.0%48.0%42.0%4.0%0.0%
26Bio. Biomedical Sci.0.3%8.2%3.3%4.3%49.8%27.2%6.3%0.6%
27Math. And Statistics0.3%5.7%1.4%1.8%39.4%46.5%4.7%0.1%
28Military Sci. Leadership







29Military Tech.0.0%0.0%0.0%0.0%83.3%16.7%0.0%0.0%
30Interdisciplinary Studies0.5%5.3%10.0%4.8%52.3%20.2%5.6%1.4%
31Recreation, Leisure Studies0.4%1.2%7.0%2.1%62.8%24.8%1.2%0.4%
32Basic, Remedial Education







33Citizenship Activities







34Health Knowledge and Skill







35Social Skills







36Leisure, Recreational Activities







37Self-Improvement







38Philosophy and Religious Studies0.1%2.6%5.4%2.9%62.5%18.1%7.5%1.0%
39Theology, Religious Vocations0.0%4.7%10.8%3.3%61.0%12.6%7.3%0.2%
40Physical Sciences0.2%4.6%1.7%2.6%43.7%40.6%6.2%0.5%
41Science Tech.0.0%33.3%0.0%0.0%66.7%0.0%0.0%0.0%
42Psychology0.6%4.7%6.7%8.0%63.1%6.9%9.0%0.9%
43Protective Services0.0%3.8%11.5%3.1%63.4%12.2%5.3%0.8%
44Public Administration0.4%4.7%15.1%5.3%47.2%17.0%9.7%0.7%
45Social Science0.3%4.5%3.8%3.9%47.4%32.2%7.2%0.7%
46Construction Trades







47Mechanic, Repair Tech.







48Precision Production







49Materials Transportation







50Performing Arts0.4%6.1%1.9%3.5%57.8%22.1%7.8%0.5%
51Health Professions0.3%5.9%7.7%3.3%60.9%13.3%8.1%0.5%
52Business, Marketing0.4%5.2%12.5%4.4%41.2%26.0%10.2%0.2%
53Secondary Diplomas







54History0.5%2.6%4.5%4.5%64.7%12.3%9.6%1.2%
60Residency Programs








Figure 4 further breaks down the research doctors by field of study (CIP) and by race. The engineering stand out. 56% of the engineering doctor degrees were awarded to non-resident alien. Other non-resident alien heavy fields include Agriculture(52%),
Architecture(37%), Computer Sci.(50%), Engineering Tech(35%), Foreign Languages(32%), Library Sci.(42%), Math. And Statistics(47%), Physical Sciences(41%), Social Science(32%). All of these fields displayed a non-resident alien rate that is higher than the 27.3%, the average rate held by non-resident alien.

Total Research Doctors Awarded by Gender
Men(51%) and women(49%) held roughly the same share of all the research doctor degrees awarded by US institutions. The lowest fields with women recipients are Military Tech(17%), Theology(19%), Computer(20%), and Engineering(22%).

Professional Practice Doctor Degrees Awarded by Gender
In this category, men(53%) held a slightly larger share in the Legal Profession while women(57%) hold larger share in the Medical Doctor field.

Thursday, August 22, 2013

Salaries for Professor, Instructor and Graduate Assistant - an IPEDS derivation


** If you are using Microsoft Internet Explorer or Google Chrom browser, you would not be able to read the formulas in this article. These formulas were written in MathML, a W3C standard, and can be viewed in FireFox.

For the 2012-13 IPEDS (Integrated Postsecondary Education Data System) data collection year, National Center for Education Statistics (NCES) changed the information it collected through its Human Resource component. This change in data collection dictates how the average salary for Full-Time instructional Faculty can be calculated.

This article intended to provide a comparison of the new and the old way of calculating the average salary. The discussion is intentionally simplified in order to demonstrate the conceptual differences.

Prior to 2012-13 data collection, headcount numbers and salary outlays were collected for faculty with 9- or 10-month contract and 11- or 12-month contract for each gender and rank. So, for each gender and rank, there are basically 4 numbers: Total Salary Outlay for faculty with 9- or 10-month contract (S9), Total Headcount for faculty with 9- or 10-month contract (H9), Total Salary Outlay for faculty with 11- or 12-month contract (S11), and Total Headcount for faculty with 11- or 12-month contract (H11). The suggested way (by NCES) to calculate the annual 9-month average salary for each gender-rank combination is given by:

  S9+ 911S11 H9+ H11

, which, in essence, is the average of the monthly salary times 9.

Beginning 2012-13 data collection year, for each gender-rank combination, 5 numbers are collected: the Total Headcount for faculty with 9-month contract (H9), the Total Headcount for faculty with 10-month contract (H10), the Total Headcount for faculty with 11-month contract (H11), the Total Headcount for faculty with 12-month contract (H12), and the Total Salary Outlay for faculty with all four contract length (S9+S10+S11+S12). The suggested way (by NCES) to calculate the annual 9-month average salary for each gender-rank combination is given by:

S9+S10+ S11+S12 9H9+ 10H10+ 11H11+ 12H12 x9

, which, in essence, is the total salary outlay distributed into the total number of manpower-month.

Logically, the methodology changes begged the explanation of the differences between these two methods.

For simplicity, case with only 9-month and 11-month faculties are considered. Under this condition, the 2012-13 method reduced to:

  S9+ S11 9H9+ 11H11x9 .

By carrying out the difference of the new and old methods, we arrived at:

211S11 - 29x ( S9+ 911S11 H9+ H11 ) xH11 9H9+ 11H11 x 9.

The difference indicates if the new number is higher or lower than the old number and by how much. The value represented by the parenthesis is that of the old method - the average monthly salary times 9 month. By multiplying it by two over nine and times the number of faculty with 11-month contract, the result represents the amount of money needed to bring the 11-month faculties' average salary to that of the old method for the two months (9-11). The leading term in the numerator indicates the two month allocation from the total salary outlay for the 11-month faculties. The net value of the numerator is, therefore, the amount of money that can be used the raise or lower the value of the new method apart from the average monthly salary of the old method. By solving the inequality equation:

211S11 - 29x ( S9+ 911S11 H9+ H11 ) xH11 >0
 
, it can be proofed that higher monthly salary for the 11-month faculties would result in higher value for the 2012-13 formula than the older formula and the reverse is also true.

By consideration above and by making the same assumption NCES had made in the past (i.e. assuming all faculty with 9- or 10-month contracts are actually 9-month contract and that all faculty with 11- or 12-month contract are actually 11-month contract), it is possible to apply the new method to the pre 2012-13 data with predictable discrepancy.

Even though NCES had used the 9- and 11-month assumption in the past, the new 2012-13 data can be used to gauge if that assumption is a valid one. For example, the 2012-13 data revealed that majority of Nebraska's colleges are either have 9-month contracts or 12-month contracts. There are some 10-month contracts, but the 11-month contracts are nearly none. With these observation, the following formulas is a better estimate for the pre 2012-13 data:
S9+ 912S12 H9+ H12  

At the same time, by discounting the minorities, the following formula can be applied to all years:
S9+ S12 9H9+ 12H12x9

This would show the effects and differences caused by the new formula and also provide a ( reasonably ) compatible trend from the past to current.

Thursday, February 14, 2013

On Obama’s Bold Plan to Reshape American Higher Education

Original Article

Summary goes here!

A step finally taken, which I have advocated for a long time.

Jest few points about things the author of the article like to see to be included in Obama's plan.

On 'Nobel Prize winner wants to get in the Physics 101 business' should get more weight:
  • Personally, I don't think a Researcher is necessary a better teacher. They may have their own way of understanding things, it does not necessary mean those understanding are on all levels and that they can transfer those idea effectively especially to students that may have totally different mindsets.
  • If there is going to have an objective measurements of outcome, why do we try to add some un-objective impurity to the formula? This is more like going back to the old system where the established (regional accredited) are carrying more weights.
  • By providing this loophole to encourage high level researcher to teach low level courses, aren't we promoting inefficiency? I am not saying there would have no benefits to the students, but I am saying that this by-law is not needed. If they can provide extra benefits to lower level courses, those benefits should be build into the objective measurement formula and, therefore, it will show if the benefits is there and, would, therefore, render the by law unnecessary.

Wednesday, February 13, 2013

A song for the Ed community



Educate future generation and change the world!
 Gem like you, Gem like you, here is a song for you.

Give me a song, give me a song, give me is the name of the song.

Give me the word, give me the word, give me has taken the world.
Game boring girl, game boring girl, give me has taken them all.
Bragging boy, bragging boy, give me is their whole.

Boring game, bragging game, give me is all their game.
The give me will never end their game.

Gem like you, gem like you, may the give me never got you.
Gem like you, gem like you, may the ring never got you.

May the ring never replace you. May the ring never replace a gem like you.





- Of cause, there is a story behind it.

 

Tuesday, October 23, 2012

Summary of the IPEDS data release schedule



The Best Known Date for IPEDS data release!
IPEDS stand for Integrated Postsecondary Education Data System and is a set of survey conducted by the National Center for Education Statistics (NCES), a division of the United State Education Department(US ED).

All the IPEDS survey data can be obtained through the IPEDS data center. IPEDS survey data are published in various quality control levels. The most recent guide line are covered in the document: IPEDS Data Release Procedure. In essence, beginning with data submitted in the 2011-12 survey year, data will be released in 3 phases: preliminary, provisional and final, geared toward national, state and institutional level analysis. In tech terms, these are what they mean:
  • Preliminary - Edited but unimputed for non-responding school
  • Provisional - Fully Edited with Imputing for non-responding institutions
  • Final - Includes Edited updates from PYR - were referred to as 'revised data'

However, to track down when each set of data were published, it is not an easy task. One source of this kind of information is the 'This Week in IPEDS' news letter/email. The archive for these news letters can be found at IPEDS news site. However, even with the news letter, sometimes it is still hard to pinpoint the date a certain data set is made available at the IPEDS data center.

The following info is compiled from the news letters mentioned above. The only thing can be said about the date is these are the 'best known date'. Procedures to derive these info are detailed in this document.

Survey Year 2010-11
Survey Year Survey Preliminary* Provisional Final
2010-11 IC 2/8/2011 9/20/2011 4/27/2012
2010-11 C 2/8/2011 9/20/2011 4/27/2012
2010-11 E12 2/8/2011 9/20/2011 4/27/2012
2010-11 HR - 11/22/2011 Target ?/?/2013
2010-11 SFA - - 4/27/2012
2010-11 EF - - -
2010-11 F - - -
2010-11 GR - - -

Survey Year 2011-12
Survey Year Survey Preliminary* Provisional Final
2011-12 IC - 9/26/2012 Target ?/?/2013
2011-12 C - 9/26/2012 Target ?/?/2013
2011-12 E12 - 9/26/2012 Target ?/?/2013
2011-12 HR - 9/26/2012 Target ?/?/2013
2011-12 SFA - 9/26/2012 Target ?/?/2013
2011-12 EF 10/9/2012 Target ?/?/2012 Target ?/?/2013
2011-12 F 10/9/2012 Target ?/?/2012 Target ?/?/2013
2011-12 GR 10/9/2012 Target ?/?/2012 Target ?/?/2013
* Preliminary data will not be accessible once the provisional data is made available.

IC -Institutional Characteristics
C - The Completion Survey
E12 - 12-month Enrollment Survey
HR - Human Resource Survey
SFA - Student Financial Aid Survey
EF - Fall Enrollment Survey
GR - The Graduation Rate Survey

* A personal note: It take about 5 months for preliminary release and about 7-11 months for provisional release.

Sunday, August 12, 2012

Homeland: Immigration in America Refugees

Original Article
 

Keep that spirit up - not that the America is a Great country, but that how lucky we are and how to light the spirits of our youth and best our efforts.


My first reaction after watching the show is that this is why America is a Great country - the heart of American people.

It has been a long time, I totally appreciated the America Dream - You will get there as long as you work hard for it - the opportunity. Just imaging how these refugees have to go through to survive in America and compare with our kids that growing up in America. Shouldn't our kids appreciate how fortunate they are - as the old saying goes: Counting your blessings - my feel is that a lot of us have lost that and that big heart. A lot of us seems to forget how fortunate we are and what we should have done our best to advance the world.

Have we done our best? With tones of fortune after the World War II, have we not worked our best to educate our children to keep that spirits up? Or have we been blamed other countries for products and jobs we can do with our ancient education?

America is a Great country, don't let that fade away!

Please keep that spirit up - not that the America is a Great country, but that how lucky we are and how to light the spirits of our youth and best our efforts.







Wednesday, May 30, 2012

It’s time to drop the college-for-all crusade

Original Article

Summary goes here!

Personally, I would attribute some of these kind of  bad American policies to the generosity of American and some to the idea of 'Political Correctness'.

As a foreign born American, I am totally impressed by the generosity of American and, at times, puzzled and resisted. Growing up, I took nothing for granted even though I have supporting parents. I was educated, taught and self-studied, that begging is of no dignity and god only help people that help themselves. Personally, I have been summon all these under the 'responsibility'.

As to the 'Political Correctness', for one thing, I would like to remind the reader that OPPORTUNITIES is all it should be considered. Given the opportunity, in the sense of promote responsibility, it is up to the people to work hard to get what they want.

More practically, we should realized that not all people were born equal, intellectually. The best a society can hopeful is to have everyone do their best. To have people reach their best is to teach them being responsible. To teach responsibility, the operation of the system and the society must, by itself, promote responsibility. For example, to entitle to education as a right, students must demonstrate their wiliness to put in efforts in studying. For a normal people, this can simply be a requirement to reach certain testing scores. This is nothing new, what is new is the infusion of the idea of responsibility.

In theory, I am willing to support the idea of free education for all those who did their best. On the other hand, since resources are limited, we should support those who will benefit the society the most. With the full support of the society, I am visioning the building of a system where the freely educated scholars recognizing the support from and the responsibility to the society. Formula may need be sought to build a practical system, the idea is to promote responsibility as the core value of education.

For people reaching their best but were not able to be the best, this is where the society come in to benefit the constituent of the whole society.

Tuesday, May 08, 2012

Can Financial Aid Improve Student Success at Louisiana’s Community Colleges?

Original Article

Summary goes here!
An old saying: "Help people who helped themselves."

Financial Aid can help if students were matured enough to realize the value of the extra time they got and put it into study. If not, I don't see how the extra money can improve students' success. It may even distract them from the study to enjoy other things in life.

This is a good demonstration of why building the sense responsibility is the number one task in education. Any attempt to improve the education outcome without promoting students' sense of responsibility is a wrong approach. You can hire personal coaches that following student around to improve his/her education. But does the society have the responsibility to support people this way? Will this ever been sustainable?

The histories of a lot of Federal Aid programs have shown that a lot of people will take advantages of these systems in undesirable ways and a lot of these programs were later re-tweaked or added responsibility strings to it.

Monday, April 23, 2012

US College Graduation Rates by Race by State - 2010 IPEDS

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Related Articles:
US College Graduation Rate by State for 2009-10 graduates
College Graduation Rates by State - 2009 Ranking
Data release: College Graduation Rates by State for 2008-09 graduates

Race in United States is a much debated topic. Tying race to discrimination is a sequel of historical events. The subsistence of the racism is continually disputed. The data revealed here is too limited to settle the disagreement. But we do hope the data can pointed to the weak spot in our education system and, hopefully, solutions with emphasis on personal obligation can be developed. In author's opinion, some of today's approach in improving minorities' education attainment is overreaching and is themselves racial biased and undermined the important principle of personal responsibility. Services should be made available to all regardless of race. It takes responsible person to seek helps. Which race group actually uses these services is not a racial issue.

Opinion aside, objective view of the data is definitely in order.

This analysis is based on the data released earlier by the CL Higher Education Center. The analysis dis-regards the non-residence alien. The US total also excludes US minor islands and territories.

The College Graduation Rates by Race for the US states are shown in table 1 while the table 2 shows the same data with the inclusion of US minor islands and territories with differences highlighted. The difference for Asian are mainly caused by the inclusion of the Guam and the Northern Mariana Islands. The changes for Hispanic are the effect of including the Puerto Rico. The rest of the analysis would focus on the US states and Washington DC. Changes from last year's number are included in the parenthesis.

Compare with last year, the public-four-year, public-two-year and the private-not-for-profit-four-year sectors are seeing improvements. Basically, the graduation rate for all races in these sectors are either improved or stay the same. Viewing the data with respect to race, White-non-hispanic improved in all sectors while minorities showing mixed result.

Table 1 - US states - including DC
SectorNativeAsianBlackHispanicWhiteTotal







Public 4Yr35%65%36%(+1)44%57%(+1)54%
NProfit 4Yr(+3)49%(+1)76%44%(+2)59%67%(+1)65%
Profit 4Yr(-3)38%(+4)46%31%(-2)41%(+5)45%(+3)41%
Public 2Yr17%(+1)26%12%16%23%20%
NProfit 2Yr(-8)15%51%(-2)44%(-1)46%(+1)56%(-1)50%
Profit 2Yr(+1)59%(-3)69%(+2)49%(+2)65%(+2)65%(+1)60%
Overall32%57%32%40%50%47%

Table 2 - With US minor islands and territories**
SectorNativeAsianBlackHispanicWhiteTotal







Public 4Yr35%64%36%43%57%53%
NProfit 4Yr(+3)49%(+1)76%44%(+2)45%67%63%
Profit 4Yr(-3)38%(+4)46%31%(-2)39%(+5)45%(+2)40%
Public 2Yr17%25%12%(+1)17%23%20%
NProfit 2Yr(-8)15%51%(-2)44%(-1)62%(+1)56%(-2)53%
Profit 2Yr(+1)59%(-3)69%(+2)49%(+3)64%(+2)65%(+1)60%
Overall32%56%32%40%50%46%


Fig. 1 shows the US average graduation rates by race by sector. In general, White and Asian stand out in the public-four-year, public-two-year and private-not-for-profit-tour-year institutions. In other sectors, White and Asian college graduation rates are more comparable to other races. Overall, the public two year sector shows the lowest college graduation rates for all races (except the Natives). Within each sector, the Black usually exhibit the lowest rate except at the public four year sector, where the Native American show the lowest college graduation rate. It is also interesting to see that the private not-for-profit sectors have higher college graduation rates than their public counter parts.

Fig. 1 - US average graduation rates for each sector by race

Figure 2. present the same information as in Figure 1 except grouped by each race. Within all races, the private for-profit two year sector demonstrates high rates, only within White and Asian it seconds to the private not-for-profit four year sector. It is also remarkable to see how similar the rates within each race relative to each other - public-two-years are, in general the lowest. The private-not-for-profit-four-year and the private-for-profit-two-year are usually have the highest rate.

Fig. 2 - US average college graduation rates for each race by sector


== The following have not been updated to 2010 data yet =======
Figure 3 is an un-traditional display of a set of histogram for Asian. Each histogram/curve show the number of states at each graduation rate for a given sector. For example, there are 12 states that have college graduation rates for Asian greater than 55% and less than 60% for the public four year sector/curve while there are 9 states have college graduation rates greater than 30% and less than 35% for the private for-profit four year sector/curve.

Figure 3 demonstrates clearly that, for Asian, the average college graduation rates for each sector are representative except for the not-for-profit two year sector, where most of the states have a rate of 0% and rates are spread out without some kind of concentration or locality.

Fig. 3 - College graduation rate for Asian by sector


Figure 4 displayed similar information as in Figure 3 except it is for the Black. Even though the US average college graduation rate for the private not-for-profit four year sector is comparable to other sectors for Black, figure 4 shows that the rate varies a lot in regard to different states.

Fig. 4 - College graduation rate for Black by sector


Figure 5, 6 and 7 illustrate the same kind of information for Hispanic, Native American and White.

Fig. 5 - College graduation rate for Hispanic by sector


Fig. 6 - College graduation rate for Native American by sector


Fig. 7 - College graduation rate for White by sector


Figure 8 modeled after previous figures to display the college graduations rates for each race in the public four your sector. This chart clearly shows that the White and Asian are comparable except that there are some states where Asian exhibits higher rates.

Fig. 8 - College graduation rates for public four year sector by race


Figure 9 to 13 show the similar information as in Figure 8 for each sector.

Fig. 9 - College graduation rates for private not-for-profit four year sector by race


Fig. 10 - College graduation rates for private for-profit four year sector by race


Figure 11 is an very interested one. For one, this is the only one that all races are having good localities. Second of all, the White seems to be the one that is doing better even though the US average college going rates for public two year sector clearly show that the Asian is doing better than the White. The mystery is solved when dig deeper into the data. The data show that the high average college graduation rate for Asian in the public two year sector is caused by a single state with high Asian public two year sector enrollment, the California, which has a college graduation rate of 36% for Asian. This means that even though on average, Asian is doing good in public two year sector, it is not a Nation wide fact. It is also worth to note that the only state with meaningful high college graduation rates for the Native American is Wisconsin which enrolled 199 students. The other two states only enroll a total of 7 Native Americans. The other high rate state worth noting is the South Dakota, which post a rate of 64% for White.

Fig. 11 - College graduation rates for public two year sector by race


Figure 12 demonstrates that value of this kind of charts, where the meaning of average college graduation rates for private not-for-profit two year sector have very limited value.

Fig. 12 - College graduation rates for private not-for-profit two year sector by race


Fig. 13 - College graduation rates for private for-profit two year sector by race



Saturday, April 14, 2012

US College Graduation Rates by State - 2010 Ranking

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Related Articles:
Last Year's Ranking
US College Graduation Rates by State for 2009-10 graduates
College Graduation Rates by State for 2008-09 graduates
US College Graduation Rates by Race by State - 2009 IPEDS

Due partly to the economic downturn, college enrollments throughout the United State are going up and President Obama's call for more higher education have been partially answered. However, to fully respond to Obama's call for more education for our kids, we need pay attentions to students' success too. College graduation rate is one of such measures.

To pursue this agenda, we compiled the IPEDS graduation data collected by the US department of Education in a state by state basis. The idea is to put the data out in the public and, hopefully, it will be used to drive states' public education agenda and achieve the goal of improving our higher education's performance.

In doing so, we decided to publish the graduation rate data related to public institutions since, for most states, public institutions are what state governments have much more influence on. We also decided to concentrate on the public four year colleges and  the public two year colleges since, based on a published data, it had been shown that there are very few public institutions that fall into categories of less-than-two year or non-degree-granting institutions. The analysis excluded the non-resident alien.


By running summarized statistics on this two groups of schools, we found that, statistically, they deserved to be compared in separate groups. As shown in the following 2 charts, almost all states have a graduation rate between 40 and 70% for public four year institutions and a graduation rate between 10 and 40% for public 2 year institutions.

Public 4 year institutions:


Public 2 year institutions:


Exceptions to the rule above are the District of Columbia, the state of Alaska and the state of South Dakota. The District of Columbia has a very low rate (12%) for public four year institutions. But our data also show that District of Columbia had very low public four year enrollment. Most of the enrollment at District of Columbia are in private not-for-profit institutions. The state of Alaska has hardly any other type of institutions except the four year public institutions and the overall four year public institution rate is at a low of 29%. As to the state of South Dakota, it simply have a very high graduation rate (53%) for its public two year institutions.

Ranking of the graduation rates for both the public 4 year institutions and public 2 year institutions are presented below:

For public four year institutions:

StateCohortGraduatesGraduation RateRankPrevious RankPrevious Rate





Iowa9,2126,39269%1169%
Delaware4,4393,05169%2664%
Virginia27,13318,55968%3268%
New Jersey15,48710,29566%4366%
California66,75143,50465%5565%
New Hampshire4,7873,08965%6465%
Washington15,5129,82263%7861%
Vermont3,1781,99763%81061%
Illinois24,92015,55862%91260%
Maryland14,4999,04762%10763%
Pennsylvania42,62726,16961%11961%
Connecticut8,7055,24760%121360%
Michigan38,02922,74360%131459%
South Carolina14,7168,69559%141160%
North Carolina28,67716,93859%151559%
Wisconsin25,12914,60858%161657%
Rhode Island3,5162,03558%171956%
Arizona14,6938,37857%182355%
Minnesota16,2849,26457%191856%
Massachusetts13,0197,31856%202255%
Nebraska6,9263,85056%211756%
Missouri17,2529,46855%222455%
Oregon9,1454,95554%232553%
Kansas11,7576,36454%242155%
US Total913,162487,74953%53%
Wyoming1,48779053%252055%
Colorado20,64010,89653%262653%
Ohio44,29122,67951%273050%
Mississippi7,9433,97350%282752%
Indiana30,35615,09450%292852%
New York45,06621,96249%302951%
North Dakota5,9392,82948%313447%
Florida60,98428,92147%323148%
Texas59,79128,28847%333646%
Alabama17,0808,06647%343347%
Maine3,9911,85246%353247%
West Virginia10,3254,78946%363944%
South Dakota4,6072,12746%374144%
Tennessee17,4327,92945%383547%
Hawaii2,4841,11845%394342%
Kentucky16,5167,41445%403845%
Georgia29,84113,36745%413745%
Montana5,1112,21443%424044%
Oklahoma15,3376,40542%434242%
Utah8,7483,50940%444441%
New Mexico6,6222,65140%454540%
Idaho4,8231,88539%464837%
Louisiana23,8349,08738%474738%
Arkansas11,6294,35837%484638%
Nevada6,4302,38537%494937%
Alaska2,11060729%505026%
District of Columbia3223912%515111%

Compare with last year's graduation rate, state of Delaware made the biggest improvement of 5% and moved up 4 spots to land on the second place, just behind state of Iowa. Both the Delaware State University and University of Delaware improved by about 5%.


For public two year institutions :
StateCohortGraduatesGraduation RateRankPrevious RankPrevious Rate





South Dakota2,0451,08253%1161%
North Dakota1,07141439%2238%
Florida12,2944,68138%3337%
Utah3,7151,32436%4534%
Iowa12,6214,16433%5732%
Wisconsin10,8273,38331%6634%
Alaska29931%7436%
Nebraska4,1121,26831%81028%
Montana1,37942431%91924%
Kansas9,5262,88830%10832%
Wyoming2,32269530%11929%
Maine2,23759327%121425%
New Hampshire1,77546726%131625%
Minnesota16,9854,46826%141127%
Mississippi17,9024,51625%151525%
Georgia17,3974,38325%161825%
Washington9,3422,34325%171226%
California95,02623,77625%181325%
Kentucky8,0861,93624%191725%
Arkansas6,5491,45522%202221%
Colorado5,7531,21021%212023%
Missouri13,0542,68621%222121%
US Total628,788127,88420%20%
North Carolina19,0513,87220%232720%
Idaho1,74935420%242421%
New York50,8279,94220%252620%
Illinois27,5565,34219%262520%
Alabama14,5312,78319%272321%
Virginia17,0743,09418%282818%
New Jersey26,4964,59317%293116%
Oklahoma7,4571,29017%302917%
Nevada67911016%314511%
Arizona8,1331,31516%323215%
Massachusetts12,5992,02316%333016%
Vermont1923016%344212%
Louisiana6,9411,08316%353315%
Michigan19,8862,97215%363515%
New Mexico6,23091715%373813%
Pennsylvania17,2742,41714%383415%
Oregon7,05796614%393614%
Maryland13,7571,87414%403913%
Hawaii2,48833413%414113%
Ohio16,4122,18313%424013%
Texas50,9286,61513%434312%
Delaware2,29627712%444810%
South Carolina12,6171,43711%454411%
Tennessee11,8481,34511%464611%
West Virginia2,80429010%473714%
Connecticut6,16163710%484710%
Rhode Island2,2512089%49499%
Indiana6,8745939%50508%
District of Columbia000%51510%


Regarding to last year's data, state of Montana shows the biggest improvement in graduation rate for public two year institutions. State of Montana moved its rate up by about 7% and moved up 10 spots to earn the state number 9 spot in the ranking. Browsing through Montana's two year public schools, it revealed that almost all schools contribute to the overall improvement with Miles Community College leading the way with an improvement of about 22%, from 38 to 60%.

As we all know, reasons for variations in the rates are many. For example, the open access policy of school enrollment could easily affect the graduation rates. The posting and ranking of the state college graduation rates, nevertheless, provides the context for dialogs between citizen, policy makers and educators. Further research should help to reveal the favorable mechanism to improve college graduation rates.

Friday, April 13, 2012

US College Graduation Rates by State for 2009-10 graduates


Interact with the author through EduStats - We value your input.
CL Higher Education Center

Related articles:
US College Graduation Rates by State - 2010 Ranking

College Graduation Rates by State for 2008-09 graduates
College Graduation Rates Ranking by State - 2008-09 Graduates
US College Graduation Rates by Race by State - 2009 IPEDS

The CL Higher Education Center just released the compiled state by state college graduation rate data for 2009-10 college graduates. The compiled rates includes state rates for different types/sectors of institutions breaking down by race and gender. Graduation rates for non-resident alien are also included.


The released data is based on the 2010 Graduation Rate survey conducted by the IPEDS (Integrated Postsecondary Education Data System) division of the National Center for Education
Statistics (NCES) of the US Department of Education. For the IPEDS graduation rate survey, IPEDS only collect the race, gender and non-resident alien status from schools that offer degrees that take two or more years to complete. For schools that offers degrees with less than two years to complete, only the total head counts are collected. Short discussion on the scope and limitation of the IPEDS graduation rate survey can also be found in my previous article : College Graduation Rates by State for 2008-09 graduates.

For 2010, the overall college graduation rate for US citizen is 49% for the continental US states and D.C. assuming that all students attending less-than-2-years schools are all US citizen. For degree-granting schools, the US continental graduation rate is 46%. The corresponding rate for non-degree granting schools is 67%. For the 2010 survey, about 12% students accounted for attended non-degree-granting schools and most (74%) of the students attending non-degree-granting schools attending less-than-2-years institutions.

In terms of gender profiles, which is only applicable to colleges offer at least 2 year degrees, women posted an overall graduation rate of 48% for degree-granting schools while men posted a rate of 43%. In comparison, the non-resident alien women posted a rate of 51% while the alien men posted a rate of 48%. For non-degree-granting schools, US women posted a rate of 68% while men posted a rate of 64%. There are very few (a total of 264) non-resident alien enrolled in US non-degree-granting schools with an average rate of 63% (64% for women and 63% for men).

Related articles will be posted later.

Tuesday, April 03, 2012

Where Did 2009-10 High School Graduates Go to Colleges?

CL Higher Education Center
 

Do you like to know where your high school graduates went to college? What percentage of your high school graduates went to out of state colleges? To what kind of colleges? Private or public? The recent data release from CL Higher Education Center can answer your questions.

IPEDS Higher Ed Residence and Migration - 2010 state level data released

The CL Higher Education Center just put out the early release of the state level summaries for the 2010 NCES IPEDS1 residence and migration survey. Institutions reported the state of residence of their fall-term first time degree seeking students to the Residence and Migration section of the IPEDS fall enrollment survey. The CL Higher Education Center aggregates the institutional level data into the state level summaries. Sector information is maintained through the aggregation process. What this mean is that, for a given state, user can tell how many of their students went to public(or private non-for profit) 4 year institutions outside of their state. Separate files are also published for people interested only in degree-granting institutions.

IPEDS Higher Ed Residence and Migration - 2010 state level data released

1The Integrated Postsecondary Education Data System managed by the National Center for Education Statistics of US Education Department.

Wednesday, March 07, 2012

Transforming a Region

Original Article

Summary goes here!
Haven't blog for quite a while. This one resonant with me. So much of it matched perfectly with what I have been advocate: The responsibility, the culture, the work study, the adaptivity ...


Monday, October 03, 2011

Our unprepared graduates

Original Article

Summary goes here!
To me, I have read this kind of articles long enough and have heard enough of proposed solution and I am basically not very interested in this kind of articles anymore.

For this particular one, the value is that it pointed out the quality of college graduate is of concern. However, this is not the first time this idea been pointed out. Personally, I have asked this question for a long time and there are various others.

The bigger question is what we are going to do to solve this problem.

For the beginner, we have to understand couple of things. First of all, our higher education all like to be unique and all have their own mission and there is no way to compare them - claimed our higher education insider (Presidents, Professors ... alike). Second of all, all our higher education claimed to equipped our students with critical thinking skills that none of our higher education insider knows how to quantify it. Third and not the last, our higher education insiders believe United State has the best higher education system in the world and there is no need to fix.

As we all know, higher education insiders include a lot of well educated, sophisticate professors, whose words carry weights - right or wrong is a different issue. But, as we all know, protecting self-interest is not immunized by any human beings including professors. In order for us to inches to anywhere closer to the solution, we have to exam these myth.

To continue...

The University of Wherever

Original Article

Summary goes here!
This has been my idea all these times. Like the article said, a lot of those in question can be resolved. For example, the evaluation or test can be arranged at a test center similar to what ACT has been handled all these years.

The biggest problem I see is actually the accreditation. Just think about this, they can't even trust Thrun to issue a Standford credit. The 'statement of accomplishment' may good to show someone who knows who Thrun is. But in general, it is useless for any practical purpose. Do you think that is what a 'normal' student is looking for? I doubt it.

One thing I would like to point out is that the statement 'There would be huge audiences and paychecks for superstar teachers, but dimmer prospects for those who are less charismatic.' is not necessary true. In the learning world, it is not the best written book will have the best effect on all students. Based on student’s background, some less than stellar book may have the most effect on some students. The same is true for lecturer. Based on the growing-up experiences of a lecturer, their illustration of a topic can be totally different and affect the same audience at different level. So, there is no short of the need for lecturer. Even for that non-lecturer, they can serve the purpose of counselor and customize the information to students' need.

Again, I see the greatest obstacle in evaluation and accreditation. Given that none of the professors these days supporting some kind of uniformed evaluation and the accreditation is still based largely on none student-achievement based factors, I see no light in front of this yet.

Friday, July 22, 2011

5 Myths of Remedial Ed

Original Article

Summary goes here!
Quick notes on points:
1. College Ready Standard - more important is standard on HS outcome which should be based on the reasonable achievable goal.
2. Don't care what college do with it's incoming students, the outcome is what should be demonstrated and published.
3. All solution should encourage responsibility.

Monday, March 28, 2011

How to interpret and select Peer Institution Criteria - An Essay

Other Peer Institution Selection Article

Since we are interested in ranking the performance of the school management, our pick of peer institutions should have similar resources and constrains so that the differences in performance can be attributed to the management of the school.
Peer institution comparison is a common practice for gauging higher institution progresses.

However, the practice of selecting peer institution and how comparison should be examined are not well understood.

This article is trying to shad some light on these two topics.

For selecting peer institutions, the general idea is pick institutions with similar values on some variables/measures. Once these peer institutions are selected, other measures are commonly used to gauge institutions progresses. A logic question that raised from this process is whether a variable should be treated as the picking variable or the comparison variable? If we are interested in gauging progresses caused by an institution's management/administration team, the answer to the question can then be answered logically.

Since we are interested in ranking the performance of the school management, our pick of peer institutions should have similar resources and constrains so that the differences in performance can be attributed to the management of the school. The resources and constrains should referred to things that isn't normally changeable by the will of the school.

To demonstrate the point, let's compare the number of graduates and enrollment a year of an institution. In this comparison, the enrollment could be a better variable than the number of graduates to be used as the picking variable since the enrollment to a large degree are constrained by the size or resource of the school while the number of graduates can be influenced by the deployment of better student support system by the management team. On the other hand, the resources provided by government to public institutions can be a better picking variable than the enrollment since with given resources, institutions can still achieving different level of enrollment success by management team's recruiting efforts.

The topic on how comparison should be examined can also be demonstrated with examples. For example, library expenditure can be used to rank peer institutions. The assumption is that the higher the spending, the better is the school. However, we can argue that in the name of servicing the students and faculties, the library spending is not the meaningful measure since the thing that really matter to students and faculties is the amount of content that is available to students and faculties. An institutions could have lower the library spending by subscribing to online libraries. While the spending is less, the content available to students and faculties are increased.

The other common case is that of the faculty salary. Institutions constantly use the peer institutions to solicit State's support in increasing faculty's salaries. Even though these are legitimate use of peer institutions, there are usually untold stories. Suppose two peer institutions are similar in all measures, the increase of the faculty salaries will inevitably increase the cost of of a degree in that institution. What is mean is that in order to convincingly present its case, institution have to also show their competitiveness in their management too. Likely than not, when presented these kind of agenda, institutions will choose to ignore the other measures, it is, then, the responsibility of the overseeing professional agency, be it the coordination board or legislature, to articulate the case.

Saturday, February 19, 2011

False Hope

Original Article

Summary goes here!

The original article is about a community college struggled to keep its open admission policy with tough budget time. With the low turn out of the remedial education, the article is intended to justify its move to move away from the open admission policy.

To offer my opinion, I would like to start with my believe of what education should be. Since human are not born equal intellectually, the best we can hope to come out of the education is for each person to reach their potential. In order for people to reach their potential, they need be inspired to be responsible and always do their best. Achievements may vary for each person, but the result is the best we can have.

This believe inevitably lead to the idea that college is not for everyone. However, this is a matter of 'to what extend'. To me, if all human being are doing their best, what left out will be those that are not capable. This is where the society should extend its helping hand for these people.

As point out above, the ultimate goal of education is, therefore, to teach and inspire students to be responsible and to do their best. Applying this to our K12 education, the question to ask is 'If all/most of our high school graduates did their best?' and 'How can we change that?'. To answer these two questions, we need to ask 'How do we know students aren't doing their best or reaching their potential?' and 'Why students aren't doing their best?'.

The answer to the first question can, at least, come from the comparing of students' achievement with their peers. The second question is much more difficult to answer since factors are many. Depend on what people believe, approaches differ. However, please remember that, no matter what approaches we take, we should emphasis the responsibility.

As we all know, like the intellectual, not all students are having the same support from home, family and communities. However, to focus our discussion on what school and teacher can do, we will deferred those factors for now.

In general, responsible is a much abstract concept that isn't easy to teach or evaluate. Common approach to teach responsibility, begin with some practical approaches like goal settings and progress evaluation.


My lines of thinking are students need be taught to understand the importance of taking up their responsibility and the importance of doing their best. Again, the basic idea is that, given nothing else is changed, doing their best is the best result we can come out of the situation. That being said, we understand that there are other things that we have to do to even teach students to understand the importance of being responsible.

As the history had taught us, we do not born with the inspiration of taking up responsibility and doing the best. The question is, then, how do we make them and how do we teach them and how do we inspire them?

To make them,





As I mentioned in my comment to the original article,


The open admission policy is a good thing. However, to be fair to the community, there isn't any reason to waste the public resources. If I am working hard to make my living, I expect anyone that I supported to pay the same earnest effort toward their life.

With that in mind, in my opinion, the open admission only make sense in a society where all citizen are inspired to work to their best. Given that not all our citizen are motivated to do their best, it is only reasonable to ask them to demonstrate their commitment by passing minimum requirements.

As an item I outlined in my 2008 campaign, the mission of a community college should be determined by the community, especially the remedial education.

=====My comments posted at InsideHigherEd.com =========
Connie is getting to the crux.

It is true that not everyone are intellectually equal. But for most people, the K12 curriculum is attainable. It is really a matter of studying.

If K12 were not able to bring students to that level, they should be hold accountable. So are those students and parents.

Community resources is not to be wasted. It should be used on people that put out earnest efforts. Otherwise, we are prompt people to cheat on the system.

The goal of the education, as always, is to teach people to be responsible and to do their best. The accountability measure is simply a passive safety net to ensure the minimum conformation. It will not produce a fast paced progress.

Our education have failed at its root, any effort of fixing it without addressing this basic concept is not going to obtain any significant progress.

Friday, February 18, 2011

Accountability and Resposibility


Summary goes here!
As the nation is working on the accountability in education. Please do not forget that a higher goal is to create responsible citizen.

An accountable system is necessary as human being aren't civilized/inspired enough to motivate themselves. The substance and indulgent are still driven the life of most human beings. However, building the accountable system is simply a passive safe net. By itself, it will not build a better future for human being or the nation. A passive system will only move the society at its tolerable slow pace. To accelerate, we need to create responsible citizens that motivate and drive themselves. Inspire them with the responsibility, the duty and the future of the human being.

Wednesday, February 09, 2011

Measuring Post-College Gainful Employment: New Government Rule Makes Sense

Original Article

Summary goes here!
The only thing I have trouble with the Department of Education's gainful employment is that what is the single reason these rules should not apply to all institutions? By the way, to be fair, the public tax dollar used in supporting the public institution should be included in the calculation.

The article mentioned: "Next, policymakers need to find a way to hold all education programs accountable". I can't see why next. Why not now? What the Department of Education is afraid of? Department of Education's job is the level the playing ground, not to play favoritism.

Personally, I applaud the intent. But I can't agree with Department of Education's favoritism. As an un-biased government agency, it should always hold the fairness to its highest standard.

Thursday, January 27, 2011

What Degrees Should Mean

Original Article

The point is to focus on what student learned. Not how you teach them or how institutions structure their courses.
I think the work done by Lumina has it's implication and use in generally framing the shared understanding. But, as mentioned through out the article, there is a long way to go to get to the campus level.

I would like related back to points raised by two commentators:

Andy Rundquist: "Not all employers care where a candidate got their BA/BS degree, but those that do have a lot to aid in their decision. Does the school have a good reputation? Have we hired someone from there before? "

Patrick F. Bassett: "Demonstrations of Learning"

As we all know it, institutions and faculties have a lot to say about how they like their students to achieve. That is all very well. But, on the other hand, that do not impose or limit what employers are looking for.

At this point in time, employers, in general, do not have the resources to do a thorough evaluation of their applicant. They are relied on interviews, references and reputations ... etc. Part of the reason, of cause, is a judgmental call on how much cost is worth to spend to fill a particular job, especially when there is no ready made assessment tools that can tell candidates apart.

Now, what if there were such assessment tools available? Noted that I use the plural. Each institutions are free to set their directions, tools will evaluate various kind of achievements. Employer is free to look at various combination of achievements. For highly academic courses, there are still markets for it, since the appropriate employers will understand that the usual assessment tools are not suitable in these cases.

The point is to focus on what student learned. Not how you teach them or how institutions structure their courses.

Lumina and faculties' work in defining the learning are of great use in framing the assessment tools.

Tuesday, January 25, 2011

Are Undergrads Learning Much in College?

Original Article

Graduation rates and assessments are measures that balance each other.
I am in the opinion that the real study begins with students pondering on books.

As to solving today's problem, we need to support professors while, at the same time, evaluate students and publish the results.

I believe most of our professors are well qualified. It is our college kids that need to work hard. For these old kids, it is not the professors' job to tracking them down. Professors are there to provide guidance when these old kids run into obstacles while studying.

Part of the problems these day is that SOME professors are taking the easy way out when facing pressures from student evaluations and administrators and this is why we need to support our professors by evaluating students' learning and publishing the results.

If large percent of graduates failed assessments, it may indicate that professors may have been too easy on their students. This give professors voices to boost their grading system. Publishing the results will help professors to fend off pressures from administrators whose only goal is to boost the graduation rate.

Graduation rates and assessments are measures that balance each other.

Monday, January 24, 2011

For-Profit Colleges Could Do More on Shortage of Health-Care Workers

Original Article

Summary goes here!
The supply and demand is a complicate problem. But I am glad that at least some people begin to understand the idea of planned policy. As I point out in my various articles, one important role of government is to plan the future by bring in not just the vision but the practical considerations.

As to the question of matching the education to workforce need, a study done with the Nebraska data can provide a guide. There are, of cause, other factors to make the approach more precise, but it is a beginning.

Thursday, January 20, 2011

Smarten up college students before adding more graduates

Original Article

I support the idea of holding quality before quantity. But I have doubts about critical thinking.

I am simply interested in the title of the article, given that I personally have doubts about the so called critical thinking - which I will detailed a bit later.

For now, I would suggest these researchers to start small with just science and engineer majors and test them with practical questions. For these majors, the gain in knowledge is much easy to measure and quantified - but, still, this will not degrade the conclusion since graduates from different school would still not be equal.

As to the critical thinking I promised to detail, I will begin couple of articles I read on the web. One article interviewed three professors and all of them claimed that their field of study trained students critical thinking skills. When asked about how they measure them, all they can say is from their observation. In another article, a professor was asked to offer courses about critical thinking. He ordered all books about critical thinking and studied. His conclusion? Those people writing about critical thinking are nuts, which is not exactly his words - but you got the idea.

For those people like to dwarf science and engineer to knowledge other than critical thinking, I challenge them to master these knowledge before claiming the superior of the critical thinking. Math is based everything on logic or, reasoning, if you will. Would you argue that critical thinking is not based on reasoning? Even though math formalized the expression, it does not diminish any of the reasoning process. Physics and Chemistry all derive their conclusions through reasoning.