Silviase/jgov_v1.4_full_ann huggingface dataset:
JPSIC	Industry	Cases	Basic (BLM)	Basic (NBM)	Operating (NBM)	Ratio (NBM)
172	INDUSTRIAL INORGANIC CHEMICALS	0	0.037	0.137	0.168	0.295
173	INDUSTRIAL ORGANIC CHEMICALS	3	0.548	1.766	1.605	2.071
174	CHEMICAL FIBERS	0	0.060	0.188	0.183	0.116
175	OIL AND FAT PRODUCTS, SOAPS, SYNTHETIC DETERGENTS, SURFACE-ACTIVE AGENTS AND PAINTS	5	0.220	0.352	0.445	0.383
176	DRUGS AND MEDICINES	0	0.111	0.448	0.419	0.357
177	COSMETICS, TOOTHPASTE AND TOILET PREPARATIONS	0	0.080	0.173	0.239	0.108
179	MISCELLANEOUS CHEMICAL AND ALLIED PRODUCTS	0	0.268	0.562	0.754	0.910
181	PETROLEUM REFINING	0	0.001	0.005	0.008	0.012
182	LUBRICATING OILS AND GREASES (NOT MADE IN PETROLEUM REFINERIES)	0	0.145	0.283	0.129	0.074
183	COKE	0	0.000	0.000	0.000	0.000
184	PAVING MATERIALS	0	0.618	1.176	0.499	0.236
189	MISCELLANEOUS PETROLEUM AND COAL PRODUCTS	0	0.035	0.052	0.020	0.010
191	PLASTIC PLATES, BARS AND RODS, PIPES AND TUBES, PIPE FITTINGS AND PROFILE EXTRUSIONS	1	0.355	0.507	0.447	0.491
192	PLASTIC FILMS, SHEETS, FLOOR COVERINGS AND SYNTHETIC LEATHER	0	0.176	0.285	0.256	0.218
193	INDUSTRIAL PLASTIC PRODUCTS	0	0.155	0.227	0.242	0.181
194	FOAMED AND REINFORCED PLASTIC PRODUCTS	0	0.216	0.362	0.475	0.413
195	COMPOUNDING PLASTIC MATERIALS, INCLUDING RECLAIMED	0	0.290	0.497	0.589	0.510
199	MISCELLANEOUS PLASTIC PRODUCTS	0	0.111	0.159	0.150	0.128
201	TIRES AND INNER TUBES	0	0.000	0.000	0.000	0.000
202	RUBBER AND PLASTIC FOOTWEAR AND ITS FINDINGS	1	0.160	0.189	0.113	0.166
203	RUBBER BELTS AND HOSES AND MECHANICAL RUBBER GOODS PRODUCTS	1	0.182	0.250	0.326	0.383
209	MISCELLANEOUS RUBBER PRODUCTS	0	0.030	0.065	0.057	0.069
211	LEATHER TANNING AND FINISHING	0	0.124	0.148	0.134	0.091
212	MECHANICAL LEATHER PRODUCTS, EXCEPT GLOVES AND MITTENS	0	0.000	0.000	0.000	0.000
213	CUT STOCK AND FINDINGS FOR BOOTS AND SHOES	0	0.017	0.033	0.048	0.071
214	LEATHER FOOTWEAR	0	0.285	0.410	0.437	0.412
215	LEATHER GLOVES AND MITTENS	0	0.061	0.063	0.031	0.012
216	BAGGAGE	0	0.055	0.076	0.103	0.082
217	HANDBAGS AND SMALL LEATHER CASES	0	0.138	0.216	0.113	0.068
218	FUR SKINS	0
219	MISCELLANEOUS LEATHER PRODUCTS	0
221	GLASS AND ITS PRODUCTS	3	0.156	0.171	0.177	0.213
222	CEMENT AND ITS PRODUCTS	2	0.385	0.651	0.527	0.635
223	STRUCTURAL CLAY PRODUCTS, EXCEPT THOSE OF POTTERY	0	0.222	0.315	0.281	0.349
224	POTTERY AND RELATED PRODUCTS	1	0.259	0.214	0.184	0.388
225	CLAY REFRACTORIES	0	0.222	0.444	0.409	0.531
226	CARBON AND GRAPHITE PRODUCTS	0	0.001	0.005	0.003	0.003
227	ABRASIVE PRODUCTS	0	0.082	0.124	0.120	0.155
228	AGGREGATE AND STONE PRODUCTS	2	0.278	0.589	0.399	0.490
229	MISCELLANEOUS CERAMIC, STONE AND CLAY PRODUCTS	0	0.095	0.156	0.124	0.098
231	IRON INDUSTRIES	0	0.000	0.000	0.000	0.000
232	STEEL, WITH ROLLING FACILITIES	0
233	STEEL MATERIALS, EXCEPT MADE BY SMELTING FURNACES AND STEEL	1
234	COATED STEEL	0	0.028	0.102	0.119	0.091
235	FERROUS METAL MACHINE PARTS AND TOOLING PRODUCTS	2	0.222	0.395	0.446	0.614
239	MISCELLANEOUS IRON AND STEEL	2	0.608	1.261	1.292	1.029
241	PRIMARY SMELTING AND REFINING OF NON-FERROUS METALS	0	0.000	0.002	0.004	0.003
JPSIC	Industry	Cases	Basic (BLM)	Basic (NBM)	Operating (NBM)	Ratio (NBM)
321	PRECIOUS METAL PRODUCTS, INCLUDING JEWEL	0
322	MUSICAL INSTRUMENTS	0	0.074	0.075	0.030	0.045
323	TOYS AND SPORTING GOODS	0	0.005	0.006	0.005	0.001
324	PENS, LEAD PENCILS, PAINTING MATERIALS AND STATIONERY	0	0.032	0.051	0.049	0.035
325	COSTUME JEWELRY, COSTUME ACCESSORIES, BUTTONS AND RELATED PRODUCTS, EXCEPT PRECIOUS METALS AND JEWELRY	0
326	LACQUER WARE	0	0.114	0.175	0.129	0.201
327	SUNDRY GOODS OF STRAW, "TATAMI" MATS, UMBRELLAS AND OTHER DAILY COMMODITIES	0	0.027	0.045	0.043	0.025
328	MANUFACTURE OF ORDNANCE AND ACCESSORIES	0	0.000	0.000	0.000	0.000
329	Miscellaneous manufacturing industries, n.e.c.	0	0.032	0.038	0.020	0.012
JPSIC	Industry	Cases	Basic (BLM)	Basic (NBM)	Operating (NBM)	Ratio (NBM)
249	MISCELLANEOUS NON-FERROUS METAL PRODUCTS	0	0.058	0.092	0.103	0.102
216	BAGGAGE	0	0.055	0.076	0.103	0.082
282	ELECTRONIC DATA PROCESSING MACHINES, DIGITAL AND ANALOG COMPUTER, EQUIPMENT AND ACCESSORIES	0	0.054	0.062	0.057	0.024
91	LIVESTOCK PRODUCTS	1	0.053	0.082	0.123	0.046
275	ELECTRIC MEASURING INSTRUMENTS	0	0.042	0.071	0.052	0.052
172	INDUSTRIAL INORGANIC CHEMICALS	0	0.037	0.137	0.168	0.295
189	MISCELLANEOUS PETROLEUM AND COAL PRODUCTS	0	0.035	0.052	0.020	0.010
324	PENS, LEAD PENCILS, PAINTING MATERIALS AND STATIONERY	0	0.032	0.051	0.049	0.035
329	MANUFACTURING INDUSTRIES, N.E.C.	0	0.032	0.038	0.020	0.012
115	KNIT FABRICS MILLS	0	0.030	0.054	0.057	0.035
209	MISCELLANEOUS RUBBER PRODUCTS	0	0.030	0.065	0.057	0.069
123	UNDERWEAR	0	0.029	0.047	0.047	0.041
234	COATED STEEL	0	0.028	0.102	0.119	0.091
281	COMMUNICATION EQUIPMENT AND RELATED PRODUCTS	0	0.028	0.039	0.024	0.010
327	SUNDRY GOODS OF STRAW, "TATAMI" MATS, UMBRELLAS AND OTHER DAILY COMMODITIES	0	0.027	0.045	0.043	0.025
279	MISCELLANEOUS ELECTRICAL MACHINERY EQUIPMENT AND SUPPLIES	0	0.027	0.038	0.047	0.038
313	MEDICAL INSTRUMENTS AND APPARATUS	0	0.026	0.045	0.034	0.029
251	TIN CANS AND OTHER PLATED SHEET PRODUCTS	0	0.024	0.063	0.044	0.051
106	PREPARED ANIMAL FOODS AND ORGANIC FERTILIZERS	0	0.022	0.065	0.078	0.036
213	CUT STOCK AND FINDINGS FOR BOOTS AND SHOES	0	0.017	0.033	0.048	0.071
315	OPTICAL INSTRUMENTS AND LENSES	0	0.016	0.026	0.031	0.020
242	SECONDARY SMELTING AND REFINING OF NON-FERROUS METALS, INCLUDING NON-FERROUS ALLOYS	0	0.012	0.025	0.020	0.009
113	TWISTING AND BULKY YARNS	0	0.009	0.020	0.019	0.014
274	ELECTRONIC EQUIPMENT	0	0.008	0.013	0.005	0.002
317	WATCHES, CLOCKS, CLOCKWORK-OPERATED DEVICES AND PARTS	0	0.006	0.014	0.018	0.010
151	PULP	0	0.005	0.043	0.053	0.043
323	TOYS AND SPORTING GOODS	0	0.005	0.006	0.005	0.001
304	AIRCRAFT AND PARTS	0	0.004	0.020	0.019	0.015
181	PETROLEUM REFINING	0	0.001	0.005	0.008	0.012
226	CARBON AND GRAPHITE PRODUCTS	0	0.001	0.005	0.003	0.003
241	PRIMARY SMELTING AND REFINING OF NON-FERROUS METALS	0	0.000	0.002	0.004	0.003
212	MECHANICAL LEATHER PRODUCTS, EXCEPT GLOVES AND MITTENS	0	0.000	0.000	0.000	0.000
183	COKE	0	0.000	0.000	0.000	0.000
328	MANUFACTURE OF ORDNANCE AND ACCESSORIES	0	0.000	0.000	0.000	0.000
201	TIRES AND INNER TUBES	0	0.000	0.000	0.000	0.000
231	IRON INDUSTRIES	0	0.000	0.000	0.000	0.000
105	TOBACCO MANUFACTURES	0
155	PAPER CONTAINERS	0
159	MISCELLANEOUS PULP, PAPER AND PAPER WORKED PRODUCTS	1
163	BOOKBINDING AND PRINTED MATTER	0
169	SERVICE INDUSTRIES RELATED TO PRINTING TRADE	0
218	FUR SKINS	0
219	MISCELLANEOUS LEATHER PRODUCTS	0
232	STEEL, WITH ROLLING FACILITIES	0
233	STEEL MATERIALS, EXCEPT MADE BY SMELTING FURNACES AND STEEL WORKS WITH ROLLING FACILITIES, EXCEPT COATED STEEL	1
262	AGRICULTURAL MACHINERY AND EQUIPMENT	0
263	MACHINERY AND EQUIPMENT FOR CONSTRUCTION AND MINING	0
265	TEXTILE MACHINERY	0
266	SPECIAL INDUSTRY MACHINERY	0
JPSIC	Industry	Cases	Basic (BLM)	Basic (NBM)	Operating (NBM)	Ratio (NBM)
267	GENERAL INDUSTRY MACHINERY AND EQUIPMENT	1
268	OFFICE, SERVICE INDUSTRY AND HOUSEHOLD MACHINES	0
305	INDUSTRIAL TRUCKS AND PARTS AND ACCESSORIES	0
309	MISCELLANEOUS TRANSPORTATION EQUIPMENT	0
321	PRECIOUS METAL PRODUCTS, INCLUDING JEWELS	0
325	COSTUME JEWELRY, COSTUME ACCESSORIES, BUTTONS AND RELATED PRODUCTS, EXCEPT PRECIOUS METALS AND JEWELRY	0
Table 15: Prediction of Number of Cases Using NBM

(Top 10 industries of those with 0 cartels)

JPSIC	Industry	Basic (BLM)	Basic (NBM)	Operating (NBM)	Ratio (NBM)	Mean (NBM)
272	HOUSEHOLD ELECTRIC APPLIANCES	0.628	0.927	0.848	0.664	0.813
184	PAVING MATERIALS	0.618	1.176	0.499	0.236	0.637
271	ELECTRICAL GENERATING, TRANSMISSION, DISTRIBUTION AND INDUSTRIAL APPARATUS	0.555	0.456	0.629	0.713	0.599
253	HEATING APPARATUS AND PLUMBING SUPPLIES	0.430	0.497	0.653	0.548	0.566
269	MISCELLANEOUS MACHINERY AND MACHINE PARTS	0.389	0.379	0.466	0.789	0.545
95	SUGAR PROCESSING	0.373	0.830	0.894	0.740	0.821
171	CHEMICAL FERTILIZERS	0.364	0.937	0.800	0.948	0.895
291	ELECTRONIC PARTS AND DEVICES	0.313	0.109	0.072	0.069	0.083
131	SAWING, PLANNING MILLS AND WOOD PRODUCTS	0.300	0.464	0.459	0.421	0.448
96	FLOUR AND GRAIN MILL PRODUCTS	0.296	0.445	0.527	0.236	0.403

Note) The mean value is the average expectancy value for number of cases in the three types of NBM models.

Table 16: Correlation Coefficient for Expectancy Values

of each Model for BLM, OLM, NBM (samples = 131)

BLM	Basic model	CUR model	Ratio model
Basic model	1.000
Capacity utilization ratio model	0.961	1.000
Ratio model	0.930	0.972	1.000

OLM (0)	Basic model	CUR model	Ratio model
Basic model	1.000
Capacity utilization ratio model	0.963	1.000
Ratio model	0.915	0.954	1.000

OLM (1)	Basic model	CUR model	Ratio model
Basic model	1.000
Capacity utilization ratio model	0.965	1.000
Ratio model	0.919	0.951	1.000

OLM (2)	Basic model	CUR model	Ratio model
Basic model	1.000
Capacity utilization ratio model	0.954	1.000
Ratio model	0.904	0.950	1.000

NBM	Basic model	CUR model	Ratio model
Basic model	1.000
Capacity utilization ratio model	0.957	1.000
Ratio model	0.910	0.949	1.000

Note) Summarizes the correlation coefficients for expectancy value gained from the BLM, OLM, and NBM models. For example, the correlation coefficient for the expectancy value gained from the BLM basic and operating models was 0.961 and the correlation coefficient for the expectancy value gained from the basic and ratio models was 0.915. OLM (x) indicates the expectancy value when the dependent variable value is x in the OLM. For example, for the probability expectancy rate for two or more cartels in the OLM, the expectancy value correlation coefficient gained from the basic model and Capacity utilization ratio model was 0.954 and, similarly, the expectancy value correlation coefficient gained from the basic model and ratio model was 0.904.
or more cases. The marginal effect of a structural factor in industries on the probability of cartel with one case is dependent upon the values of the other independent variables.
図3-1 週60時間以上働く者は1割以上存在し、

図3-3 残業削減の取組により労働時間が短縮した企業は全体の半数程度

(効果(実際に短縮されたか))

図3-5 就業者にとって雇用によらない 働き方はワーク・ライフ・バランスの 実現にも効果的

図3-2 共働き世帯を中心に仕事と家庭の両立に

ストレスを感じる者は男女とも多い

図3-4 残業削減には時間での評価や

図3-6 就業者にとって雇用によらない

働き方は収入面やスキルアップに課題