Evidence (1 claims)

Search and filter individual claims pulled from the papers. Looking for a specific finding ("what's the effect on wages?"), you're in the right place. Want to compare whole outcome categories against each other instead? Use the Evidence Explorer.

The board below groups claims two ways: by broad theme (nine paper-level topics) and by outcome category (the 34 claim-level outcomes that the Explorer and Syntheses also use).

Browse by theme

Nine broad, paper-level topics. Click one to filter the claims below.

Human-AI Collaboration

Claims by outcome category

Counts by direction of finding. These are the same 34 outcome categories the Explorer compares and the Syntheses are written for. A linked row has a published synthesis.

Outcome	Positive	Negative	Mixed	Null	Total
Other	882	244	117	1097	2424
Governance & Regulation	1010	469	229	135	1875
Organizational Efficiency	977	235	149	90	1462
Technology Adoption Rate	781	299	143	128	1362
Research Productivity	506	155	74	363	1110
Output Quality	555	219	71	70	915
Decision Quality	395	200	95	54	751
Firm Productivity	523	67	101	27	724
AI Safety & Ethics	262	309	75	36	688
Market Structure	195	201	135	30	566
Task Allocation	248	77	96	38	464
Innovation Output	300	34	55	20	411
Skill Acquisition	207	75	65	21	368
Employment Level	138	67	119	24	350
Fiscal & Macroeconomic	156	80	53	33	329
Task Completion Time	211	38	13	16	280
Firm Revenue	183	52	29	5	270
Consumer Welfare	131	77	48	13	269
Inequality Measures	50	141	54	9	254
Worker Satisfaction	104	85	25	13	227
Error Rate	87	112	11	5	215
Automation Exposure	69	69	37	20	198
Wages & Compensation	102	49	31	11	193
Team Performance	115	30	30	11	187
Regulatory Compliance	88	74	17	7	186
Training Effectiveness	109	22	14	21	168
Developer Productivity	116	21	15	8	161
Job Displacement	12	92	26	1	131
Hiring & Recruitment	57	12	9	5	83
Skill Obsolescence	6	59	10	2	77
Social Protection	43	17	8	2	70
Creative Output	35	21	9	4	70
Labor Share of Income	18	23	17	1	59
Worker Turnover	15	16	—	4	35
Industry	—	—	—	1	1

Medium-scale industries in zones like Butibori and Hingna have traditionally been labor-intensive.

Descriptive statement in the paper about the nature of current industries in Nagpur/MIDC; no sample size or quantitative data reported in the excerpt.

high null result PREDICTING THE FUTURE OF JOBS IN NAGPUR DISTRICT MIDC: THE R... labor-intensity of industries