
Friday, April 29, 2011
When in doubt, turn to the data (Generational Shift Effect)

Thursday, April 28, 2011
When in doubt, turn to the data (GDP and Median Household Income)






Wednesday, April 27, 2011
When in doubt, turn to the data (Immigration)
If you want something done...
Readers may consider this post and my next few posts a public sharing service. All data sets obtained from Statistics Singapore.
Data for the following 3 charts obtained from here; pages v and 3. Note that SingStat considers Singapore residents to be comprised of Singapore citizens AND permanent residents.


Needless to say, foreigners as a percentage of our population have skyrocketed in the last 6 years. As of last year, 1 out of every 3 persons (36%) you see on the street is a foreigner.
The annualized growth rate for foreigners is even more astounding. See below.

Now let's turn to PRs and naturalized citizens.
SingStat does not distinguish between Singapore citizens and PRs in much of the data it reports, so it is difficult to get a handle on what characteristics differentiate citizens from PRs, such as age, race, sex, income level etc. I think it likely that it has this kind of data, but for whatever reason, it does not disclose this to the unwashed public. Too incendiary sensitive, I suppose.
Nonetheless, I can reconstruct data sets and make an educated guess at the age and sex profile of new PRs in the last 10 years by employing some actuarial tricks.
Data for this section of the post is obtained from Census 2000 Demographics Table 3 and Census 2010 Demographics Table 3. These tables break down the Singapore resident population into single years of age.
It is possible to use the Census 2000 data to project the expected breakdown of the Singapore resident population in 2010 by single years of age. To do this, we adjust the Census 2000 data by applying mortality rates, calculated from the 2005 complete life tables. I chose the 2005 tables for as an average as they fall midway between years 2000 and 2010, when the Census was held.
For example, a group of say, 21166 male babies aged between 0 and 1 year of age back in year 2000 should become a group of 21088 ten year olds due to the effects of mortality. However, there were in fact 24463 male ten year old Singapore residents in Census 2010.
I compared expected and actual numbers for both female and male Singapore residents for all ages starting from 0 to 89. I truncated the data beyond age 89 due to the small numbers of individuals involved and the difficulty in dealing with aggregated data.
The chart below shows (Actual - Expected Number of Singapore residents) plotted against age.

The difference in expected and actual numbers is accounted for by random fluctuations in mortality, citizens and existing PRs travelling abroad/returning to Singapore from abroad, and of course, new citizens and PRs.
In relation to travel for example, many students head to overseas universities to study. So, Singapore residents aged 8 to 15 in year 2000 are likely to show a larger than expected dip in numbers, more than mortality can solely account for, when they become the group of Singapore residents aged 18 to 25 in year 2010. They could be captured in the 2000 Census, but be abroad at the time of the 2010 Census.
Similarly, the group of Singapore residents aged 18 to 25 in year 2000 who were not captured in the 2000 Census may become a bigger group of residents aged 28 to 35 in year 2010 due to return from overseas studies.
However, we do not see this pattern in the data. There is a consistent positive divergence between actual and expected number of Singapore residents from age 10 all the way to age 50 (for males), and age 47 (for females).
What about Singapore citizens who head abroad to work and then subsequently return?This is unlikely to have great effect given that people are moving away and coming back all the time; the inflow and outflow should be matched, if not exactly equal.
The likeliest assumption to account for most of the divergence between actual and expected numbers is the increase in new PRs. This is not unreasonable given that between 2000 and 2010, we know for a fact that we added about 254000 PRs to our population (Census data 2000 and 2010). In comparison, my chart above shows that the sum of (Actual - Expected) for ages 10 through 50 add up to 269000, a difference of only about 6% from 254000.
Thus, my interpretation of the data is this:
There have been approximately 250000 new PRs in the last 10 years. Considerably more new PRs in the last 10 years are female than male (we're talking ~28% more females than males).
Most new PRs in the last 10 years are today, aged in their late 20s to early 40s. There is a small bump in the LHS of the chart that indicates that significant numbers of new PRs are kids born in Singapore to foreigner or PR parents. Either that, or many Singapore citizens had their kids abroad and brought them back in the last 10 years (also possible).
There is a persistent trend of (small) negative numbers in the chart above the age of about 50 (males) and 47 (females). Given the consistent negative numbers across ages above these two ages, this is unlikely to be a random fluctuation in mortality. This indicates that a number of Singapore residents (most likely PRs) leave the population through emigration rather than mortality.
PRs aren't necessarily leaving only after the ages of 50 and 47. More generally, the rate of PR departure starts to exceed the rate of PR arrival at these ages. The mean age at which PRs give up their PR is likely to be lower.
Note that Singapore isn't necessarily retaining large numbers of PRs even though the negative numbers past the age of about 50 are small relative to the big positive surges in the ages of 20 through 50. It is important to note that the departing PRs and the surge in new PRs relate to different ages and hence cohorts. Our new PRs who are now aged in their 20s and 30s today could well leave en masse five, ten or twenty years from now.
I reiterate the assumptions: I am ignoring new citizenship take-up, and emigration/travel abroad/return from abroad by Singapore residents, and attributing the divergence between actual and expected numbers of Singapore residents to PRs alone. These are not trivial assumptions to make, but I believe that these are reasonable assumptions in light of the data I have.
And all that is certainly more information than you're ever going to be able to get out of the government.
Tuesday, April 19, 2011
Why the PAP is finding it difficult to attract candidates from the private sector
I had thought that more people would have commented on the story published in the Straits Times on 16 April, on how few high flying executives from the private sector are willing to join the PAP. But apparently not.
Someone did comment on it, but while I do agree with some of the ideas in that post, my opinion is a little different, and more nuanced.
Why is the PAP finding it difficult to attract candidates from the private sector?
To answer that question, we must first ask why people enter politics.
People enter politics for a number of reasons, but the most important (and noble) reason must be the idea of wanting to make a difference.
Many of the most celebrated politicians in history took on positions of leadership precisely at the point when they perceived the need for a change in direction for their country. Take FDR for example. He rose to the occasion to become POTUS at the height of the Great Depression. It is in times of crisis that we see great leaders arise. Our Minister Mentor is another example.
When you keep that fact in mind, and you consider the nature and character of the PAP as it is today, it is not a surprise that they have problems recruiting candidates from the private sector.
The PAP today is in the business of maintaining the status quo. And I do mean business. Our economic and other policies have been deemed successful by our political elite, and as such, they have signaled that no change is warranted.
With their electioneering tactics and iron-grip control of the civil service, the PAP has assured itself victory in every election. And even its greenest candidates need not fear being rejected by the electorate; they can just coast in on the coat-tails of a "heavy-weight" under the GRC system. If there were such a thing as a election guarantee in a democracy, this would be it.
In other words, the PAP of today is not a party of fiery orators, impassioned visionaries or trailblazing mavericks, full of piss and vinegar, to borrow that piquant phrase.
They don't have to be. The PAP today is a party of technocrats and functionaries, where an efficient party apparatus guarantees risk-free victory at elections, and continuity of policy after election. Policy which is set at the highest levels of the PAP food chain, if I might add, immune to criticism and disquiet even within the party itself.
Indeed, mavericks are probably personae non grata in the PAP. Some people accuse the PAP of recruiting only those that agree with their policy-making views. I would go further. In the environment of the PAP, they can ONLY recruit those who agree with their views, as a true dissenter would probably find the PAP a lonely and hostile place.
Oh, we hear of various fresh PAP faces saying that they don't agree with this or that PAP policy. Riiight. Just as our national newspaper is fond of printing both sides of an issue to give the appearance of "balance", but inevitably ends on one side of the argument: the PAP's.
Dissenters in the PAP either don't last long, are marginalized (think the late President Ong Teng Cheong when he refused the play the role of a straw puppet and actually had the temerity to request for information on the national reserves), are co-opted, or were never true dissenters to begin with.
In light of this, it is not hard to imagine why, with few exceptions, high flying corporate executives have little desire to join the PAP.
Put yourself in the shoes of a corporate high flyer who actually has aspirations to make a difference, to become a politician.
If you genuinely have issues with the PAP's policies, you are unlikely to want to join them. Trying to change the PAP from within is likely a fool's errand.
Even if you do agree with the PAP's policies, the PAP is unlikely to be a place that can satisfy your political aspirations. It's a monolithic top-down structure, where policy is decided at the top, your role is to support the status quo, and you have to toe the line. Because, after all, it's not like you enjoy an independent power base among your constituents, especially if you coasted in on the coat-tails of another politician. How independent can your opinion be when you owe your place in Parliament to another politician?
Worse, as a former corporate warrior, you would have given up your high salary, perks AND privacy. And for what? For this pale shadow of being a politician? More like a entry level political lackey.
Being a PAP Member of Parliament would be singularly unattractive in this case. It would be a corporate job without the corporate perks. In other words, it would be a step DOWN from being a corporate high flyer. Even a corporate high flyer who agrees he has benefited disproportionately from the PAP's policies and wants them to continue. No thanks, he might say, I just want a free ride on your policies.
Conversely, what kinds of people would view becoming a PAP Member of Parliament as a step up?
Simple. The people who are already in the public eye, think only glowingly of existing policy, and fall very naturally into the position of deferring to authority in the form of senior PAP politicians.
No surprise. The civil service. And the quasi-governmental organizations like the NTUC.
If you are a high-ranking civil servant, becoming a cabinet minister would represent the logical pinnacle of your civil service career progression.
Not so for a private sector corporate executive who has political aspirations. The calculus is far different.
I have a prediction here to make.
The trends are clear. The PAP is recruiting less and less from the private sector, while the converse is occurring for the opposition parties, particularly those with credibility, like the Workers Party.
Should the opposition parties actually make headway in this coming election by, say, winning a GRC, it would be a watershed moment. Being an opposition party member would demonstrably seem less risky, and more people who want to make a difference, who actually have some fire in their hearts, would join the opposition political parties from the private sector.
In contrast, because the PAP is recruiting increasingly from the public sector, it is going to be seen as more and more insular, and will find it ever harder to recruit from the private sector. No outsider wants to belong to an clubby old boys association where every former civil servant knows every other former civil servant. And over time, the PAP will become more homogeneous than it is already.
Friday, April 15, 2011
Hard truths you won’t read about elsewhere, Part V
Our systems are brittle and our country is vulnerable. And our government has no desire to encourage a “crutch mentality”. It behoves every Singaporean to have a Plan B.
Many Singaporeans instinctively understand this hard truth, even though they may not articulate it.
The recent survey by the Institute of Policy Studies is telling. About half of young Singaporeans belong to the “Disengaged” and “Explorer” socio-psychological profile.
Interestingly, these profiles come from the more highly educated, higher income groups, who have presumably benefited more from the PAP’s economic policies than the lower income groups. Yet it is precisely the Disengaged and the Explorer who are pessimistic about Singapore’s economic future. The Explorer also feels threatened by foreign talent.
Why this irony?
Perhaps it is because the Disengaged and the Explorer, who have benefited more under the PAP’s policies, understand better the fragility upon which Singapore’s prosperity is built. And they also understand that what appears to be permanent can in fact be transient, that it can all vanish in a blink of the eye.
The PAP assiduously cultivates a siege mentality among the population, telling us that Singapore is highly vulnerable. Yet it would have us all believe that the PAP is the solution to Singapore’s problems, that self-sacrifice is what is required of all of us, that all of us need to close ranks around the PAP. Otherwise, the ship would capsize without the PAP at the helm.
Well, if Singapore were that vulnerable, should we not all express just a bit of scepticism at the PAP’s infallibility? That is a logical extension of the PAP’s own argument.
But no, that is not part of the official catechism. We are required to believe in the daunting odds we face as a nation, while suspending doubts as to the PAP’s abilities to shepherd Singaporeans through any storm.
And the PAP asks for more than just faith in their abilities, but also tolerance for their obscene salaries, and forbearance for personal costs on the part of citizens that grow more exacting with each policy that they implement. No crutch mentality here, thank you very much.
I wonder if the PAP realizes how successful they have been in instilling amongst Singaporeans the fear that Singapore is indeed vulnerable. The spectre of ever present disaster may have helped the PAP to solidify their grip on power over the decades, but at what cost?
We have imbibed the knowledge that tomorrow, this could all be over. And the PAP government has demonstrably shown through its policies and speeches and admonitions that as individual citizens, we're on our own; we shouldn't count on the government for retirement, healthcare, housing...even that ineffable feeling that this place should still feel like home, what with the incredible rate of immigration, and the attendant questions it raises of what citizenship here is really worth.
And we certainly shouldn't trouble the government with our disquietude. If we do, it's our fault, again. The implicit command is for us to be silent and be governed. If we participate, we are meant only to cheer, not to question.
Our national education programs talk loftily of a shared sense of destiny, of how our people are Singapore’s only resource, and yet the government has nurtured a crisis of affinity.
The statistic of importance is not how many youth are contemplating emigration now. It is how many youth would contemplate emigration in a time of countrywide bleakness.
Hard Truth #5 is not about emigration per se. It is about being prepared. As long as the living here is comfortable, there is no fear of Singaporeans activating Plan B. But Plan B exists. And it is ever at the back of everyone’s mind.
Once, while attending a Chinese New Year dinner hosted by the ambassador at the Singapore embassy in Washington DC, I overheard a spiel from a diplomat holding court amongst a group of university students. He claimed that for reasons of national security, our wealth [meaning reserves], must be kept outside of Singapore.
We should all take a leaf from the PAP’s investment playbook and hedge our bets abroad. Don't put all your eggs in the Singapore basket. What is good for the goose is also good for the gander .
I started this post by stating that many Singaporeans instinctively understand Hard Truth #5, even though they may not articulate it. For many of us, it is not a hard truth, but a simple reality, prudence even. I do not think I need to point out who the hard truth is meant for.
Thursday, April 14, 2011
Hard truths you won’t read about elsewhere, Part IV
I do not think the result of this upcoming election is in much doubt, just like other elections. The PAP will be returned to power again, and for the foreseeable future. This is because of the PAP’s electioneering tactics, because a large segment of the population is supportive of the current regime, perhaps because they benefit greatly from current policy, and also because there is another very large segment of the population that votes like sheeple, perhaps to their own and others’ detriment.
As much as I and some other Singaporeans would prefer an alternative, hope is not a viable strategy.
Therefore, Hard Truth#4 is:
The PAP will continue to be returned to power for the foreseeable future, and their policies will continue to be set to our benefit, as well as to our detriment. Plan accordingly.
Some segments of the population do benefit disproportionately from the PAP’s policies.
The rich, the highly educated high income earners, the large business owners, foreign investors, foreign talent, high level corporate executives – these are the ones that Singapore welcomes and bends over backwards to accommodate.
If you are a member of one of these groups, life in Singapore is sweet indeed – so long as you toe the line and ignore the bad social outcomes all round. If you are a current net beneficiary of present day policies, you have less to worry about after elections are over. Does that mean that you should ignore issues of social and economic inequities? Perhaps, perhaps not. However, the shoe may well end up on the other foot one day.
If you are not a current net beneficiary, you should think about what’s going to happen after the elections.
Hard Truth #4 is about containment. It emphasizes mitigation and contingency planning, rather than changing a problematic situation.
What is likely to happen after the PAP returns to power?
A resumption of business as usual. A sequel of the movie we have just seen in the last few years, except that sequels by definition are sophomoric in effort.
Choose your career, your job, your course of study, your lifestyle, the number of kids you intend to have, your house, and your living arrangements with care.
Think critically about what you hear and read, especially from government-controlled media. Do not make decisions solely on advice from the government. Such advice may be in the best interests of “Singaporeans”, as per Hard Truth #3, but may not be in your best interests.
Hard Truth #4 means being self-sufficient, flexible and accommodative, like living and getting medical care across the border to mitigate the higher cost of living here. Such arrangements may not be ideal, but they are prudent.
It would be unwise to count on a PAP government for assistance when the same government has publicly expressed its desire to discourage a “crutch mentality”.
Hard Truth #5 in the next post will be the last in this series.
Wednesday, April 13, 2011
Hard truths you won’t read about elsewhere, Part III
Policy-making in Singapore is indifferent to its ill-effects on large swathes of the population., much less to individuals. The term “Singaporeans” is an abstraction used to justify policy-making. In reality, individuals do not figure in the calculus at all.
Do Singapore’s policies sometimes go against the interests of individual Singaporeans? Do they occasionally curtail Singaporeans’ civil rights and privileges? Do policies sometimes require sacrifices from Singaporeans now and again for a greater good?
Of course they do. And sometimes for good reason. Some policies such as National Service exist for a reason, even if the implementation is unprofessional and the personal cost large.
But does this standard apply to all of the PAP’s policies? And do some policies result in such harm to individuals that they should not have been countenanced at all?
I can think of several off the top of my head.
As furrybrowndog has highlighted in his excellent post, CPF returns are dismal. And this policy, designed to serve retirement needs, is in fact failing on a grand scale. Instead, CPF Life is being introduced and is being made mandatory, along with the retirement age being raised. Realistically speaking, retirement is receding into the horizon for many Singaporeans. Yet while Rome burns, the PAP has over the years preferred to “invest” excess reserves.
Really, folks, while CPF monies are not directly linked to GIC and Temasek investments, that is just a verbal sleight of hand. The CPF fund holds Singapore government bonds, which means that Singaporeans are general creditors of the Singapore government. The proceeds of bond issuance to the CPF commingle with the working capital on the Singapore government balance sheet. Some of that money on the balance sheet inevitably ends up funding investments. It’s time to call the CPF what it really is, a cheap source of long term financing for the PAP government.
If you’re a low wage worker, think of how the relaxed immigration policy, GST hikes, and strenuous protestations by the PAP against a minimum wage policy, were all meant to boost economic growth, “help” the lower income groups, and increase national competitiveness.
Economic growth has indeed increased over the years, except of course, we all know that economic growth in the last several years has disproportionately benefited the higher income groups, putting paid to the idea that broad benefits accrue to “Singaporeans”. More like the top 20% of Singaporeans, per the Pareto distribution.
If you’re in the market for a house because, say, you’re a newly wed, you’re out of luck. Just like if you have ever been inconvenienced by a completed but unopened MRT station. Well, the just-in-time policy I described in Singapore, Inc. works just fine, according to the government. Too bad for you, the individual who has to delay marriage or deal with the inconvenience of public transportation.
If you’re single, “lagi worse” as we would say in the army. Regarding property, you can fuhgedditboutit. Private property is currently in the stratosphere, you won’t be eligible for HDB housing until 35, and even then, it’s going to be a pricey resale flat. Family-friendly values never sounded like a dirty word until you wanted your own place, even just a tiny little tenement, but were single and hence ineligible.
And if you’re one of those suckered into a “growth” industry that the Singapore wants to nurture, I hope your career had a roaring start. That is, if you even got a job in the industry. Attracting investment into the chosen industry was ever the apple of the PAP’s eye, never the individual, so take that lesson and learn something from it. [Take note, prospective Yale-NUS liberal arts students. You are lab rats, even if you don't know it.]
Finally, the death penalty could conceivably deter serious crimes, but if you are the one on death row, you as an individual certainly never figured in the policy-making process. Neither did any of us, as I recall. The death penalty in Singapore simply was.
Remember:
Policy-making in Singapore is indifferent to its ill-effects on large swathes of the population, much less to individuals. The term “Singaporeans” is an abstraction used to justify policy-making. In reality, individuals do not figure in the calculus at all.
The next time the PAP claims a policy is necessary for the continued well-being of the nation/“Singaporeans”/economy/the Merlion...
Take a deep breath, and batten down the hatches.
Hard truth #4 in the next post.
