Invited lecture2024
Data Analysis in Social Research
- Quality Education
- Industry, Innovation and Infrastructure
- Innovation, Science and Technology
The record
- Type
- Invited lecture
- Date
- 12 January 2024
- Level
- National
- Location
- Bhubaneswar, Odisha, India
- School
- Reporting cycle
- 2024
- Programme
- Faculty Development Program on Advanced Research Methodology and Data Analysis
- Organiser
- Association of Indian Univ & KIIT
- People presenting
- 1
Classification
Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.
UN Sustainable Development Goals
9.5 Enhance scientific research, upgrade technological capabilities, and increase researchers and R&D spending
Tier B rule research-capacity matched "research" in the record’s own title. The record evidences research or innovation capability without naming an applied domain. Target 9.5 is research capacity in general, so this is the weakest legitimate label in the set: it is a fallback, it may only take the primary when nothing else fired, and it is banded `moderate` accordingly.
- Moderate confidence
- The alignment is plausible and defensible but rests on an assumption a reasonable reviewer could decline. Published, and surfaced in the review queue for a human to confirm or override.
- Rule-derived
- Emitted by a deterministic rule from structural signals rather than judged from the record’s text. The rule carries a version, so rule-derived and judged labels stay separable.
- Produced by
- tier-b-lexicon-v2, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.
4.4 Substantially increase the number of youth and adults with relevant skills for employment, decent jobs and entrepreneurship
Tier B rule research-methodology matched "research methodology" in the surrounding programme or host, banded one lower because the match is contextual. The subject is the craft of doing and publishing research, taught as a capability — target 4.4 rather than 9.5, because the activity builds the skill rather than producing the research.
- Produced by
- tier-b-lexicon-v2, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.
Viksit Bharat @2047
vb-3 Innovation, Science and Technology
Derived through the seeded SDG-to-Viksit-Bharat crosswalk from the primary SDG 9 label. Tier B rule research-capacity matched "research" in the record’s own title. The record evidences research or innovation capability without naming an applied domain. Target 9.5 is research capacity in general, so this is the weakest legitimate label in the set: it is a fallback, it may only take the primary when nothing else fired, and it is banded `moderate` accordingly.
- Produced by
- tier-b-lexicon-v2, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.
Records of this type were classified by a published, versioned rule set, over 5,246 activities. Each label above carries the rubric version it was produced under. How each classification is reached.
Evidence
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No outbound evidence link is recorded for this activity. The record below states which source it came from and when it was last read.
Provenance
Which source system this record came from, how many source rows were resolved into it, and when each was last read.
- Source rows resolved into this record
- 1
- Source records held
- 1
| Source system | Reference | Last read |
|---|---|---|
| KIIT PBAS reporting workbook, 2024 cycle | Invited Lecture - 2024!973 |
Each record carries the date Kortex last read it from its source system. That is a freshness date and not a verification: Kortex records what its sources say and when it read them, and it does not check those statements against any external authority. No claim on this site is described as verified, because none is.
Citing this record
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KIIT Deemed to be University. “Data Analysis in Social Research”. Kortex. Last read 17 September 2026.