Appendix 1: Estimation of China’s from-whom-to-whom financial stock table
China's HH financial assets have been estimated until the end of 2014 (see Table
6) based on the HH surveys in China (Li et al.
2015) introduced by Tang (
2018). By adding flows in 2015, we can broadly estimate the stocks at the end of 2015, although we cannot reflect revaluations of shares and so on in the stocks. In doing so, currency and deposits are classified into deposits, bonds are classified into debt securities, and insurance reserves are classified into IPs without further examination. In contrast, trust funds should be examined, but we classified them as investment trusts and counted them as shares and other equity. “Fund” in China refers to private placement funds and hedge funds invested by HHs, in which wealth management products and trust products are included. Wealth management products are banks’ off-balance-sheet liabilities, and trust products are trust companies’ liabilities. They are referred to as China’s shadow banking, which has developed very rapidly. Funds in China have different characteristics from bank deposits in that their returns and risks are larger than bank deposits. In many countries, financial products with such characteristics are treated as investment trust shares, and therefore, we applied a similar treatment to funds in China.
Table 6
China’s financial assets (in units of % for ratios, 100 million CNY for amounts)
Currency | 9.9 | 8.9 | 8.3 | 7.6 | 6 | 5.6 | 57,792 |
Deposits | 71.8 | 68.3 | 66.6 | 63.8 | 55.4 | 49.1 | 506,713 |
Bonds | 3.5 | 2.8 | 1.5 | 0.5 | 0.6 | 0.5 | 5160 |
Pension reserves | 7.8 | 9 | 11 | 10.6 | 9.5 | 10.2 | 105,264 |
Shares | 4.9 | 6.8 | 5.9 | 11.4 | 8.1 | 7.7 | 79,464 |
Fund | 1.1 | 2.2 | 5 | 1.5 | 1.5 | 0.9 | 9288 |
Guarantee deposits | 0.7 | 1.2 | 1.4 | 0.9 | 0.3 | 0.1 | 1032 |
Wealth management Products | 0 | 0 | 0 | 3 | 8.8 | 13.4 | 138,288 |
Trust products | 0.2 | 0.8 | 0.3 | 0.6 | 9.8 | 12.4 | 127,968 |
Total amount | 180,369 | 251,600 | 342,870 | 494,832 | 761,964 | 1,032,002 | 1,030,970 |
For HH liabilities, we used data on credit to the nonfinancial sector published by the BIS. According to these statistics, FI claims on HHs amount to 26,564 billion USD, of which claims on HHs (including nonprofit institutions serving as HHs) amount to 4122 billion USD (26,330 billion Chinese yuan, or CNY). We recorded such claims as loans to HHs, as shown in Table
7. The amounts of debt securities issued in China are published with the details of government bonds, CB bonds, FI bonds, and NFC bonds (combinations of corporate bonds, convertible bonds, and so forth), which can be linked to sectors in the FFA. In contrast, the amounts of local government and nonresident bonds remain to be estimated in the process of estimating the financial assets/liabilities of the GG and ROW sectors, respectively. HH financial assets and liabilities have been estimated from the abovementioned processes, and the debt securities issuances of FIs, NFCs, and GGs can be recorded as preliminary estimates. For the debt security issuance of the NFC sector, for which balance sheet data do not exist, such preliminary estimations become the final figure, where those of the NFC and GG sectors are replaced in the process of using their balance sheet data.
Table 7
Estimation of HHs and debt securities (in units of 100 million USD)
Deposits | | | | | | | 9450 | | | |
Debt securities | | 188,818 | | 144,152 | | 154,524 | 156 | | | |
Loans | | | | | | | | 4122 | | |
Equity | | | | | | | 5656 | | | |
and shares |
IPs | | | | | | | 1844 | | | |
Derivatives | | | | | | | | | | |
Others | | | | | | | 682 | | | |
Total | | | | | | | 17,788 | 4122 | | |
Difference | | | | | | | | 13,666 | | |
In China, the State Administration of Foreign Exchange publishes international investment positions (IIPs), which can be used as financial assets/liabilities of the ROW. It should be noted that an FFA describes cross-border claims/obligations from the viewpoint of nonresidents of a country (who are counterparts of residents), while net international positions describe claims/obligations from the viewpoint of residents. Thus, residents’ claims on IIPs are recorded as ROW liabilities in an FFA, and residents’ liabilities to IIPs are recorded as ROW claims in an FFA. As to financial asset/liability items, most direct investments are in shares and can be classified as shares and other equity. In contrast, portfolio investments include debt securities and shares, and other investments include deposits and loans. Official reserves include at least debt securities and loans. Splitting these items into detailed categories is ideal, but source data do not always allow for this. We, therefore, classified portfolio investments and official reserves as debt securities and other investments as loans. As a result, USD-denominated financial assets/liabilities of the ROW sector can be estimated. Incidentally, HH holdings and NFC debt securities issuances are finalized in USD by converting by the foreign exchange rate at the end of 2015.
For the FI sector, the People’ Bank of China publishes the balance sheet of the CB and other depository corporations (ODCs, commercial banks) within the framework of IMF monetary and financial statistics as the CB survey and the deposit money bank survey, respectively. These surveys are posted in the Almanac of China’s Finance and Banking 2016. In addition, balance sheets of insurance companies, classified as IPs in the FFA, and the balance sheets of securities and trust companies, classified as other financial corporations, are posted in the bulletin. By aggregating these balance sheets, the financial assets/liabilities of FIs should be identified. However, there are some issues to examine.
For depository corporations, assets are classified by counterpart sector in surveys of the CB and ODCs (commercial banks). Although such data are useful in compiling an FFS, as discussed later, we face source data shortcomings when compiling the FFAs to identify financial asset/liability items. For CBs, we classified the survey’s claims on GGs and the ROW as debt securities and the survey’s claims on FIs and other private sectors as loans in the absence of source data. For ODCs (commercial banks), we used the balance sheets of major banks posted in the Almanac of China’s Finance and Banking 2016 for splitting financial asset/liability items. However, this type of balance sheet is based on commercial accounting rules, which attach importance to holding purposes. Although long-term equity investments can be classified as shares and equity in an FFA, held-to-maturity and tradable investments could be debt securities or shares and other equity. In the absence of source data for splitting these two types of investments into two items, we classified them as debt securities while considering their terms to maturity.
For insurance, securities, and trust companies, financial assets/liabilities are obtained using a consolidated balance sheet or by aggregating individual balance sheets. However, assumptions must be made in splitting securities into debt securities or shares and other equity in the same way as the estimation of ODCs. In addition, it appears that the coverage of shadow banking, such as trust companies, is not sufficient in the
China Financial Bulletin 2016. Therefore, we added funds held by HHs and wealth management and trust financial asset products to investment fund shares issued by other financial intermediaries. For assets, we assumed that 60% is lent out as loans and 40% is invested in debt securities. As a result of such estimation, financial assets/liabilities of the FI sector with the breakdown of its subsector can be identified in CNY as shown in Table
8, and the sector’s aggregated amount is converted into USD using the foreign exchange rate at the end of 2015 in Table
9.
Table 8
Estimation of China’s FI Sector (in units of 100 million CNY)
Deposits | 374,111 | 1,885,659 | | 3,69,600 | 290,951 | 15,14,815 | 29,858 | 0 | 53,302 | 1,245 |
Debt securities | 792,886 | 251,048 | 269,143 | 6572 | 313,841 | 226,800 | 62,275 | 3719 | 147,626 | 13,956 |
Loans | 1,476,643 | 184,751 | 33,355 | | 1,195,667 | 108,614 | 21,548 | 4869 | 226,074 | 71,267 |
Equity | 18,348 | 469,848 | | 220 | 3111 | 147,281 | 11,997 | 21,678 | 3240 | 300,669 |
and shares |
IPs | 0 | 119,711 | | | 0 | 0 | 0 | 119,711 | 0 | 0 |
Derivatives | 4229 | 3855 | | | 4014 | 3544 | 0 | 3 | 215 | 308 |
Others | 227,014 | 133,018 | | | 183,973 | 65,394 | 40,547 | 18,004 | 2494 | 49,620 |
Total | 2,595,730 | 2,747,909 | 302,498 | 376,391 | 1,991,556 | 2,066,448 | 166,226 | 167,985 | 135,449 | 137,086 |
Difference | | − 152,180 | | − 73,893 | | − 74,891 | | − 1759 | | − 1636 |
Table 9
Estimation of China’s HH, ROW and FI Sectors and debt securities (in units of 1 billion USD)
Deposits | 5763 | 29,048 | | | | | 9450 | | | |
Debt securities | 15,499 | 3867 | | 2221 | | | 156 | | 817 | 3667 |
Loans | 22,747 | 2846 | | | | | | 4122 | 964 | 1389 |
Equity | 3568 | 7238 | | | | | 5656 | | 2696 | 1096 |
and shares |
IPs | 0 | 1844 | | | | | 1844 | | | |
Derivatives | 65 | 59 | | | | | | | | |
Others | 3497 | 2049 | | | | | 682 | | | |
Total | 39,987 | 42,331 | | | | | 17,788 | 4122 | 4478 | 6152 |
Difference | | − 2344 | | | | | | 13,666 | | 1673 |
For the GG sector, deposits (assets) and debt securities (liabilities) have been specified in the process of estimating other sectors and financial assets/liabilities items. However, other items, as well as the financial assets/liabilities of local governments, remain to be estimated. In this respect, there are no official statistics on the financial assets/liabilities of GG. However, we have used the Chinese Academy of Social Sciences estimates on the Chinese government’s financial assets/liabilities as of the end of 2015, which are published in the
Chinese Government Balance Sheet in 2017. For financial assets, we recorded the equity in state-owned corporations as shares and equity. After deducting shares and equity as well as already estimated deposits from total assets, we regarded the residual as debt securities. As for liabilities, the issue is how to split local governments’ direct liabilities into debt securities and loans. According to research on local government debt in China, until 2013, loans were a primary fundraising tool. After the modification of China’s budget law in 2014, however, fundraising was also accomplished using debt securities. Considering that the weight of debt securities has been increasing, we classified 60% of their direct liabilities as debt securities and 40% as loans. The resulting financial assets/liabilities of the GG sector and those of the HH and FI sectors have been identified on a CNY basis, as shown in Table
10.
Table 10
Estimation of China’s HH, FI and GG Sectors and debt securities (in units of 100 million CNY)
Deposits | 374,111 | 1,885,659 | | | 27,179 | | 613,424 | |
Debt securities | 792,886 | 251,048 | | 144,152 | 233,533 | 243,065 | 10,098 | |
Loans | 1,476,643 | 184,751 | | | | 15,205 | | 267,580 |
Equity | 18,348 | 469,848 | | 715,261 | 457,651 | | 367,154 | |
and shares |
IPs | | 119,711 | | | | | 119,711 | |
Derivatives | 4229 | 3855 | | | | | | |
Others | 227,014 | 133,018 | | | | | 44,297 | |
Total | 2,595,730 | 2,747,909 | | | 718,364 | 258,270 | 1,154,684 | 267,580 |
Difference | | − 152,180 | | | | | | |
The total market capitalization in China as of the end of 2015 is published in the Almanac of China’s Finance and Banking 2016. From this amount, we deducted the value of shares issued by FIs, which is derived from their balance sheets and added to government equity in state-owned enterprises. We regarded this amount as shares issued by the NFC sector. The total shares issued by the FI sector are the sum of shares issued by FIs, which were derived from their balance sheet, and investment fund shares held by HHs, which were estimated during the initial process.
We calculated the amounts of financial asset/liability items not yet estimated residually by deducting already estimated amounts from the total amount. In this way, deposits, debt securities, shares, and equity appear on the asset side, while loans are on the liability side. As a result, the holdings of debt securities become negative. We, therefore, reexamined the estimation processes. We conclude that the residual becomes negative due to overestimating FI holdings of debt securities. This amount was estimated by aggregating balance sheet data. As explained above, balance sheet data are based on commercial accounting rules, which emphasize holding purposes. In the absence of detailed source data, we regarded both held-to-maturity and tradable investments as debt securities. If this is true, FI holdings of debt securities should be decreased, and the corresponding amount should be added to shares and other equity. We set the adjustment amount to the level that makes NFC holdings of debt securities (3285 billion USD) zero rather than negative. In this way, we have developed an FFA stock table without negative figures, as shown in Table
11.
Table 11
FFA Stock Table after Adjusting Negative Figures (in units of 1 billion USD)
Deposits | 5763 | 29,048 | 13,417 | | 419 | | 9450 | | | |
Debt securities | 8929 | 3867 | 0 | 2221 | 3598 | 3744 | 156 | | 817 | 3667 |
Loans | 22,747 | 2846 | | 15,120 | | 234 | | 4122 | 964 | 1389 |
Equity | 3568 | 7238 | 382 | 11,018 | 7050 | | 5656 | | 2696 | 1096 |
and shares |
IPs | | 1844 | | | | | 1844 | | | |
Derivatives | 65 | 59 | | 6 | | | | | | |
Others | 3497 | 2049 | | 2130 | | | 682 | | | |
Total | 39,987 | 42,331 | 13,799 | 30,496 | 11,066 | 3979 | 17,788 | 4122 | 4478 | 6152 |
Difference | | − 2344 | | − 16,696 | | 7088 | | 13,666 | | 1673 |
The abovementioned FFA stock data table, which has a matrix form with sectors in columns and financial assets/liabilities in rows, cannot represent counterpart sectors in the matrix table. Therefore, it cannot show asset/liability or claim/obligation relationships among sectors. In contrast, an FFS, which uses a square matrix with economic sectors in both columns and rows, can demonstrate the claim/obligation relationship (and flow of funds as necessary) among sectors, as Hagino et al. (
2018,
2019) explained in more detail.
To compile an FFS for China, information on counterpart sectors is needed. In this respect, there are financial asset/liability items for which counterpart sectors are evident from their characteristics. For example, deposits are assumed, and loans are held by FIs. IPs and investment trusts are generally held by HHs. Financial derivatives are held and assumed mostly by FIs. Thus, financial asset/liability stocks for which counterpart sectors can be identified are shown in Table
12. In contrast, counterpart sectors cannot be identified for debt securities and shares. Globally speaking, some countries have developed a comprehensive security-by-security database and can identify securities' issuing and holding sectors. China has not provided such data. For financial assets/liabilities whose issuing and holding sectors cannot be identified, a method of prorating to sectors based on the weight of each sector's total financial asset/liability stocks was used, and the results are listed in Table
13.
Table 12
Financial Asset/Liability Stocks for which Counterpart Sectors can be Identified (in units of 100 million CNY)
FI | | | | | | 981,920 | 15,205 | 267,580 | 90,160 |
CB | | | | | | | | | |
ODC | | | | | | 981,920 | 15,205 | 267,580 | 90,160 |
IP | | | | | | | | | |
OFC | | | | | | | | | |
NFC | 870,946 | | 870,946 | | | | | | |
GG | 106,729 | 27,179 | 79,550 | | | 378,102 | | | |
HH | 1,017,607 | | 613,424 | 119,711 | 284,472 | | | | |
ROW | 62,598 | | 62,598 | | | | | | |
Table 13
Financial Asset/Liability Stocks for which Counterpart Sectors cannot be Identified (in units of 100 million CNY)
FI | 291,576 | 295,265 | 183,304 | 0 | 168,888 | | |
NFC | 39,269 | 107,154 | 15,759 | 0 | 25,646 | | |
GG | 150,605 | 373,196 | 73,851 | 0 | 104,540 | | |
HH | 40,227 | 85,008 | 3193 | 0 | 10,136 | | |
ROW | 47,765 | 137,083 | 16,772 | 0 | | | |
Difference (A > L) | | | | | | | |
Total | | | | | | | |
By combining financial asset/liability stocks for which counterpart sectors can be identified and those for which counterpart sectors cannot be identified, Table
14 is produced in the same way financial subsectors are consolidated. Table
4 is converted to a USD basis using the foreign exchange rate at the end of 2015.
Table 14
CNY-based FFS for China (in units of 100 million CNY)
FI | 291,576 | 766,545 | 198,508 | 41,497 | 259,048 | 735,835 | 1,557,175 |
NFC | 833,525 | 107,154 | 15,759 | 0 | 25,646 | 1,186,361 | 982,083 |
GG | 257,333 | 751,297 | 73,851 | 0 | 104,540 | | 1,187,022 |
HH | 1,057,834 | 85,008 | 3193 | 0 | 10,136 | | 1,156,171 |
ROW | 110,362 | 137,083 | 16,772 | 0 | | 108,707 | 264,217 |
Difference (A > L) | | | 917,746 | 1,113,187 | | | |
Total | 1,814,796 | 660,726 | 1,225,828 | 1,154,684 | 290,663 | | |