Table V Skills needing development AUS... | Emerald Publishing

Table V

Skills needing development

	AUS	CAN	GER	IRE	NETH	NZ	UK	USA	Total	Rank
Data curation skills	21	16	16	10	3	8	57	21	152	1
Technical and ICT skills (e.g. data storage, infrastructure, architecture, etc.)	21	13	14	6	1	7	45	16	123	5
Subject and or disciplinary knowledge	11	6	14	6	1	4	27	14	83	8
Knowledge of a variety of research methods (e.g. data analysis, data visualisation)	22	15	12	10	2	5	51	20	137	2
Knowledge of the research lifecycle	11	7	12	7	0	5	37	8	87	7
Data description and documentation	17	15	14	10	2	7	50	18	133	3
Legal, policy and advisory skills (e.g. intellectual property, ethics, licencing, etc.)	19	14	16	9	3	7	44	16	128	4
Understanding of research integrity, reproducibility and transparency principles	15	12	11	7	1	8	45	16	115	6
Total response rate for the survey as a whole	34	24	23	11	6	8	80	23	209

	AUS	CAN	GER	IRE	NETH	NZ	UK	USA	Total	Rank
Data curation skills	21	16	16	10	3	8	57	21	152	1
Technical and ICT skills (e.g. data storage, infrastructure, architecture, etc.)	21	13	14	6	1	7	45	16	123	5
Subject and or disciplinary knowledge	11	6	14	6	1	4	27	14	83	8
Knowledge of a variety of research methods (e.g. data analysis, data visualisation)	22	15	12	10	2	5	51	20	137	2
Knowledge of the research lifecycle	11	7	12	7	0	5	37	8	87	7
Data description and documentation	17	15	14	10	2	7	50	18	133	3
Legal, policy and advisory skills (e.g. intellectual property, ethics, licencing, etc.)	19	14	16	9	3	7	44	16	128	4
Understanding of research integrity, reproducibility and transparency principles	15	12	11	7	1	8	45	16	115	6
Total response rate for the survey as a whole	34	24	23	11	6	8	80	23	209