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Could MBTI® be coupled with Spiral Dynamics?

We received this question after the publication of articles Simple SDTEST^® Gives Great Possibilities and Mathematical Psychology. The Myers-Briggs Type Indicator (MBTI^®) and Spiral Dynamics are two systems that categorize personality traits and motivational values, respectively. This article is dedicated to answering this question. It will show with a real example how to use the SDTEST^® V.U.C.A. poll designer.

Brief Overviews of the Systems

MBTI^® categorizes personality into 16 types based on preferences across four dichotomies: Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, and Judging/Perceiving. It has been extensively validated and applied in career development, leadership, and team-building.

Spiral Dynamics maps the evolution of motivational value systems in a spectrum of colors or levels, from basic survivalist Beige to holistic-minded Turquoise. It builds on Clare Graves' theory of levels of human existence and has been used extensively in organizational development and coaching. SDTEST^®has 86460 results from 171 countries, results clustered into 7998 unique motivational patterns.

While both systems group people into "types", MBTI^® reflects non-hierarchical preferences while Spiral Dynamics depicts hierarchical development.

Possible Connections Between the Systems

Some relationships could potentially be theorized between MBTI^® types and Spiral levels based on apparent similarities in focus:

Intuitive types (N) may gravitate toward the holistic Yellow and Turquoise levels.
Sensing types (S) match the practical Red and Blue levels.
Thinking types (T) resonate with the objective, logical Orange level.
Feeling types (F) align with the harmonic Green level.

So Intuitive, Feeling types like INFJ could speculatively be associated with later Green and Yellow Spiral levels, while Sensing, Thinking types such as ISTJ fit earlier Blue and Orange levels.

Studying the correlation between Spiral Dynamics developmental stages and MBTI^® personality types could potentially yield some useful insights, but it also has limitations:

Potential benefits:

Seeing relationships between motivational values and personality preferences - e.g., Achiever Orange correlated with Thinking preference
Understanding interactions between developmental level and type - e.g., how INFJs may express differently at different Spiral levels
Explaining tensions within types via value differences - e.g., INTJs driven by power versus achievement
Mapping types/functions to transitional stages - e.g., Intuition in late Orange, Feeling in early Green

Limitations:

Differences in goals and validation of the two systems
Individuals express both multiple values and multifaceted personalities
Correlations may reinforce stereotypes about both frameworks

Intriguing connections may emerge, directly linking MBTI^® types to Spiral Dynamics levels.

The SDTEST^® V.U.C.A. poll designer

The SDTEST^® V.U.C.A. poll designer is as simple as Google Forms. Watch this two-minute video to get acquainted and compare. The main difference of the SDTEST® V.U.C.A. poll designer is the presence of an independent multilingual UI for changing the site language and poll form. If, for example, your primary site language is English, and you do the poll in 6 international UN languages, then you only need to use the language change window for the poll form. If you are doing this work together with colleagues whose primary language is Arabic, Chinese, Spanish, German, French, or other languages, then for their convenience, they can change the language of the site.

Create and share your Poll (MBTI^®)

Now you know the functionality of the Designer, and you can create your own, for example, MBTI^®.

We invite you to look “under the hood” of the poll Psychological Wellbeing (by Carol D. Ryff) we have already created. Developed by psychologist Carol D. Ryff, the 42-item Psychological Wellbeing (PWB) Scale. Source: Ryff, Carol D., Psychological Well-Being Revisited: Advances in Science and Practice, NIH Public Access, Psychother Psychosom, Vol.83, No.1, Pp.31, (2014). Watch the next two-minute video.

Now you need to share the link to your survey, and survey participants choose the language in which they are comfortable answering the questions. Watch the next one-minute video.

Poll results and their analysis

We do not have the results of the MBTI^® poll, so for example, we will use the poll “Psychological Wellbeing (by Carol D. Ryff)“ we used above.

Below you can read an abridged version of the results of our VUCA poll “Psychological Wellbeing (by Carol D. Ryff)“. The full version of the results is available for free in the FAQ section after login or registration.

Bophelo bo botle ba kelello

lichate Correlation

VUCA

Mahlonoko tseo ho leng bohlokoa ba Correlation coefficient

Kabo e tloaelehileng, ke William Searly Gosset (seithuti) r = 0.0482

Kabo e tloaelehileng e sa tloaelehang, ka Spearman r = 0.002

Bonts'a feela liphetho feela > r = 0.0482

TLHOKOMELISO	Se seng se tloaelehileng	Tloaelehileng	Se seng se tloaelehileng	Tloaelehileng	Tloaelehileng	Tloaelehileng	Tloaelehileng	Tloaelehileng
Lipotso tsohle Lipotso tsohle 1) Autonomony (o lumellana le bokae kapa o sa lumellane?) 2) Masterytal Mastery 3) Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?) 4) Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?) 5) Morero bophelong (o lumellana le eng kapa o hanana le eng?) 6) Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
1) Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 1	-	Fokolang mpe -0.0558	Fokolang positive 0.0676	Fokolang mpe -0.0365	Fokolang positive 0.0393	Fokolang mpe -0.0529	Fokolang mpe -0.0127	Fokolang positive 0.0449
Answer 2	-	Fokolang mpe -0.0261	Fokolang mpe -0.0290	Fokolang positive 0.0153	Fokolang positive 0.0293	Fokolang mpe -0.0012	Fokolang mpe -0.0298	Fokolang positive 0.0199
Answer 3	-	Fokolang positive 0.0405	Fokolang mpe -0.0317	Fokolang positive 0.0173	Fokolang mpe -0.0338	Fokolang positive 0.0112	Fokolang positive 0.0444	Fokolang mpe -0.0358
Answer 4	-	Fokolang positive 0.0429	Fokolang mpe -0.0131	Fokolang positive 0.0265	Fokolang positive 0.0020	Fokolang mpe -0.0138	Fokolang mpe -0.0532	Fokolang positive 0.0163
Answer 5	-	Fokolang mpe -0.0057	Fokolang mpe -0.0091	Fokolang mpe -0.0140	Fokolang mpe -0.0211	Fokolang positive 0.0745	Fokolang positive 0.0497	Fokolang mpe -0.0707
Answer 6	-	Fokolang positive 0.0575	Fokolang mpe -0.0324	Fokolang positive 0.0395	Fokolang mpe -0.0276	Fokolang positive 0.0083	Fokolang mpe -0.0055	Fokolang mpe -0.0267
Answer 7	-	Fokolang positive 0.0361	Fokolang positive 0.0252	Fokolang mpe -0.0341	Fokolang mpe -0.0617	Fokolang positive 0.0284	Fokolang positive 0.0224	Fokolang positive 0.0072
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 8	-	Fokolang positive 0.0017	Fokolang positive 0.0307	Fokolang positive 0.0295	Fokolang mpe -0.0243	Fokolang mpe -0.0375	Fokolang mpe -0.0875	Fokolang positive 0.0855
Answer 9	-	Fokolang mpe -0.0530	Fokolang mpe -0.0031	Fokolang positive 0.0107	Fokolang positive 0.0472	Fokolang mpe -0.0140	Fokolang positive 0.0100	Fokolang mpe -0.0128
Answer 10	-	Fokolang mpe -0.0471	Fokolang mpe -0.0408	Fokolang mpe -0.0483	Fokolang positive 0.0025	Fokolang positive 0.0132	Fokolang positive 0.0653	Fokolang positive 0.0265
Answer 11	-	Fokolang positive 0.0353	Fokolang positive 0.0306	Fokolang positive 0.0154	Fokolang mpe -0.0026	Fokolang mpe -0.0290	Fokolang positive 0.0134	Fokolang mpe -0.0371
Answer 12	-	Fokolang positive 0.0408	Fokolang positive 0.0031	Fokolang mpe -0.0341	Fokolang positive 0.0154	Fokolang positive 0.0483	Fokolang positive 0.0154	Fokolang mpe -0.0724
Answer 13	-	Fokolang positive 0.0582	Fokolang mpe -0.0347	Fokolang positive 0.0334	Fokolang mpe -0.0588	Fokolang positive 0.0337	Fokolang mpe -0.0004	Fokolang mpe -0.0193
Answer 14	-	Fokolang positive 0.0482	Fokolang positive 0.0250	Fokolang mpe -0.0119	Fokolang mpe -0.0165	Fokolang positive 0.0200	Fokolang mpe -0.0004	Fokolang mpe -0.0343
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 15	-	Fokolang positive 0.0680	Fokolang positive 0.0185	Fokolang positive 0.0379	Fokolang mpe -0.0547	Fokolang positive 0.0436	Fokolang mpe -0.0247	Fokolang mpe -0.0567
Answer 16	-	Fokolang positive 0.0594	Fokolang positive 0.0231	Fokolang positive 0.0391	Fokolang positive 0.0189	Fokolang mpe -0.0190	Fokolang mpe -0.0272	Fokolang mpe -0.0633
Answer 17	-	Fokolang mpe -0.0189	Fokolang mpe -0.0165	Fokolang mpe -0.0376	Fokolang positive 0.0786	Fokolang positive 0.0087	Fokolang positive 0.0229	Fokolang mpe -0.0502
Answer 18	-	Fokolang mpe -0.0164	Fokolang positive 0.0050	Fokolang mpe -0.0325	Fokolang mpe -0.0199	Fokolang positive 0.0074	Fokolang mpe -0.0037	Fokolang positive 0.0531
Answer 19	-	Fokolang positive 0.0176	Fokolang positive 0.0442	Fokolang mpe -0.0243	Fokolang mpe -0.0228	Fokolang mpe -0.0159	Fokolang positive 0.0415	Fokolang mpe -0.0123
Answer 20	-	Fokolang mpe -0.0403	Fokolang mpe -0.0294	Fokolang positive 0.0089	Fokolang positive 0.0135	Fokolang mpe -0.0523	Fokolang positive 0.0278	Fokolang positive 0.0478
Answer 21	-	Fokolang mpe -0.0506	Fokolang mpe -0.0313	Fokolang positive 0.0166	Fokolang mpe -0.0550	Fokolang positive 0.0413	Fokolang mpe -0.0380	Fokolang positive 0.0827
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 22	-	Fokolang mpe -0.0263	Fokolang positive 0.0357	Fokolang positive 0.0129	Fokolang mpe -0.0489	Fokolang mpe -0.0227	Fokolang mpe -0.0359	Fokolang positive 0.0818
Answer 23	-	Fokolang mpe -0.0503	Fokolang mpe -0.0164	Fokolang mpe -0.0078	Fokolang positive 0.0113	Fokolang mpe -0.0093	Fokolang positive 0.0093	Fokolang positive 0.0396
Answer 24	-	Fokolang positive 0.0427	Fokolang mpe -0.0433	Fokolang mpe -0.0081	Fokolang positive 0.0618	Fokolang mpe -0.0214	Fokolang positive 0.0539	Fokolang mpe -0.0788
Answer 25	-	Fokolang positive 0.0160	Fokolang positive 0.0102	Fokolang positive 0.0173	Fokolang mpe -0.0114	Fokolang mpe -0.0138	Fokolang mpe -0.0189	Fokolang positive 0.0074
Answer 26	-	Fokolang mpe -0.0047	Fokolang mpe -0.0178	Fokolang mpe -0.0198	Fokolang mpe -0.0157	Fokolang positive 0.0735	Fokolang mpe -0.0056	Fokolang mpe -0.0176
Answer 27	-	Fokolang positive 0.0568	Fokolang positive 0.0128	Fokolang positive 0.0057	Fokolang positive 0.0019	Fokolang positive 0.0707	Fokolang mpe -0.0088	Fokolang mpe -0.1106
Answer 28	-	Fokolang positive 0.0439	Fokolang positive 0.0471	Fokolang mpe -0.0050	Fokolang positive 0.0024	Fokolang mpe -0.0283	Fokolang positive 0.0017	Fokolang mpe -0.0262
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 29	-	Fokolang positive 0.0843	Fokolang positive 0.0319	Fokolang mpe -0.0135	Fokolang mpe -0.0311	Fokolang positive 0.0440	Fokolang mpe -0.0272	Fokolang mpe -0.0531
Answer 30	-	Fokolang positive 0.0312	Fokolang mpe -0.0196	Fokolang positive 0.0299	Fokolang mpe -0.0624	Fokolang positive 0.0259	Fokolang positive 0.0129	Fokolang mpe -0.0101
Answer 31	-	Fokolang mpe -0.0181	Fokolang mpe -0.0360	Fokolang mpe -0.0001	Fokolang mpe -0.0228	Fokolang positive 0.0369	Fokolang positive 0.0012	Fokolang positive 0.0235
Answer 32	-	Fokolang positive 0.0338	Fokolang positive 0.0414	Fokolang positive 0.0287	Fokolang positive 0.0114	Fokolang mpe -0.0254	Fokolang mpe -0.0220	Fokolang mpe -0.0378
Answer 33	-	Fokolang mpe -0.0126	Fokolang positive 0.0012	Fokolang mpe -0.0265	Fokolang positive 0.0215	Fokolang positive 0.0404	Fokolang mpe -0.0319	Fokolang mpe -0.0014
Answer 34	-	Fokolang mpe -0.0064	Fokolang mpe -0.0286	Fokolang mpe -0.0258	Fokolang positive 0.0040	Fokolang mpe -0.0130	Fokolang positive 0.0534	Fokolang positive 0.0061
Answer 35	-	Fokolang mpe -0.0697	Fokolang positive 0.0268	Fokolang positive 0.0038	Fokolang positive 0.0668	Fokolang mpe -0.0825	Fokolang mpe -0.0057	Fokolang positive 0.0418
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 36	-	Fokolang positive 0.0914	Fokolang positive 0.0302	Fokolang mpe -0.0085	Fokolang mpe -0.0605	Fokolang positive 0.0573	Fokolang positive 0.0056	Fokolang mpe -0.0735
Answer 37	-	Fokolang positive 0.0622	Fokolang positive 0.0227	Fokolang positive 0.0134	Fokolang mpe -0.0153	Fokolang positive 0.0132	Fokolang mpe -0.0053	Fokolang mpe -0.0556
Answer 38	-	Fokolang mpe -0.0540	Fokolang mpe -0.0463	Fokolang mpe -0.0018	Fokolang positive 0.0334	Fokolang positive 0.0493	Fokolang mpe -0.0097	Fokolang mpe -0.0053
Answer 39	-	Fokolang positive 0.0219	Fokolang mpe -0.0071	Fokolang mpe -0.0001	Fokolang mpe -0.0170	Fokolang mpe -0.0626	Fokolang positive 0.0254	Fokolang positive 0.0475
Answer 40	-	Fokolang mpe -0.0453	Fokolang mpe -0.0232	Fokolang mpe -0.0104	Fokolang positive 0.0256	Fokolang mpe -0.0203	Fokolang positive 0.0328	Fokolang positive 0.0170
Answer 41	-	Fokolang mpe -0.0448	Fokolang mpe -0.0232	Fokolang mpe -0.0166	Fokolang positive 0.0445	Fokolang mpe -0.0535	Fokolang positive 0.0139	Fokolang positive 0.0497
Answer 42	-	Fokolang mpe -0.0258	Fokolang positive 0.0510	Fokolang positive 0.0203	Fokolang mpe -0.0185	Fokolang positive 0.0032	Fokolang mpe -0.0527	Fokolang positive 0.0282
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 43	-	Fokolang mpe -0.0520	Fokolang positive 0.0292	Fokolang positive 0.0515	Fokolang positive 0.0187	Fokolang mpe -0.0615	Fokolang mpe -0.0733	Fokolang positive 0.0710
Answer 44	-	Fokolang mpe -0.0082	Fokolang mpe -0.0399	Fokolang mpe -0.0281	Fokolang positive 0.0100	Fokolang positive 0.0101	Fokolang positive 0.0723	Fokolang mpe -0.0252
Answer 45	-	Fokolang mpe -0.0070	Fokolang positive 0.0138	Fokolang mpe -0.0275	Fokolang mpe -0.0176	Fokolang positive 0.0455	Fokolang positive 0.0165	Fokolang mpe -0.0184
Answer 46	-	Fokolang positive 0.0504	Fokolang mpe -0.0165	Fokolang positive 0.0110	Fokolang mpe -0.0223	Fokolang positive 0.0118	Fokolang positive 0.0138	Fokolang mpe -0.0343
Answer 47	-	Fokolang positive 0.0315	Fokolang mpe -0.0030	Fokolang mpe -0.0234	Fokolang positive 0.0309	Fokolang positive 0.0066	Fokolang positive 0.0145	Fokolang mpe -0.0479
Answer 48	-	Fokolang positive 0.0358	Fokolang positive 0.0178	Fokolang positive 0.0072	Fokolang mpe -0.0116	Fokolang positive 0.0100	Fokolang mpe -0.0365	Fokolang mpe -0.0049
Answer 49	-	Fokolang positive 0.0441	Fokolang positive 0.0063	Fokolang mpe -0.0222	Fokolang mpe -0.0371	Fokolang positive 0.0292	Fokolang mpe -0.0161	Fokolang positive 0.0095
2) Masterytal Mastery
Answer 50	-	Fokolang mpe -0.0481	Fokolang mpe -0.0219	Fokolang positive 0.0087	Fokolang positive 0.0764	Fokolang mpe -0.0376	Fokolang mpe -0.1025	Fokolang positive 0.0850
Answer 51	-	Fokolang mpe -0.0039	Fokolang mpe -0.0114	Fokolang positive 0.0031	Fokolang mpe -0.0270	Fokolang positive 0.0048	Fokolang positive 0.0310	Fokolang mpe -0.0014
Answer 52	-	Fokolang positive 0.0249	Fokolang mpe -0.0345	Fokolang mpe -0.0077	Fokolang mpe -0.0170	Fokolang mpe -0.0084	Fokolang positive 0.0906	Fokolang mpe -0.0407
Answer 53	-	Fokolang positive 0.0077	Fokolang mpe -0.0041	Fokolang mpe -0.0098	Fokolang mpe -0.0210	Fokolang mpe -0.0010	Fokolang mpe -0.0094	Fokolang positive 0.0406
Answer 54	-	Fokolang positive 0.0078	Fokolang positive 0.0307	Fokolang positive 0.0123	Fokolang mpe -0.0081	Fokolang positive 0.0205	Fokolang mpe -0.0037	Fokolang mpe -0.0423
Answer 55	-	Fokolang positive 0.0442	Fokolang positive 0.0243	Fokolang mpe -0.0191	Fokolang mpe -0.0098	Fokolang positive 0.0711	Fokolang positive 0.0021	Fokolang mpe -0.0867
Answer 56	-	Fokolang positive 0.0061	Fokolang positive 0.1030	Fokolang positive 0.0084	Fokolang mpe -0.0361	Fokolang mpe -0.0145	Fokolang positive 0.0113	Fokolang mpe -0.0327
Masterytal Mastery
Answer 57	-	Fokolang positive 0.0625	Fokolang positive 0.0863	Fokolang positive 0.0493	Fokolang mpe -0.0781	Fokolang positive 0.0043	Fokolang mpe -0.0346	Fokolang mpe -0.0331
Answer 58	-	Fokolang positive 0.0696	Fokolang positive 0.0345	Fokolang mpe -0.0277	Fokolang mpe -0.0328	Fokolang positive 0.0100	Fokolang positive 0.0695	Fokolang mpe -0.0746
Answer 59	-	Fokolang mpe -0.0123	Fokolang mpe -0.0306	Fokolang positive 0.0133	Fokolang positive 0.0106	Fokolang mpe -0.0011	Fokolang positive 0.0224	Fokolang mpe -0.0153
Answer 60	-	Fokolang positive 0.0146	Fokolang mpe -0.0082	Fokolang mpe -0.0001	Fokolang mpe -0.0086	Fokolang positive 0.0054	Fokolang mpe -0.0065	Fokolang positive 0.0053
Answer 61	-	Fokolang mpe -0.0057	Fokolang positive 0.0194	Fokolang positive 0.0007	Fokolang positive 0.0056	Fokolang mpe -0.0054	Fokolang mpe -0.0167	Fokolang positive 0.0032
Answer 62	-	Fokolang mpe -0.0547	Fokolang mpe -0.0798	Fokolang mpe -0.0001	Fokolang positive 0.0034	Fokolang positive 0.0035	Fokolang positive 0.0108	Fokolang positive 0.0675
Answer 63	-	Fokolang mpe -0.0554	Fokolang positive 0.0014	Fokolang mpe -0.0218	Fokolang positive 0.0779	Fokolang mpe -0.0152	Fokolang mpe -0.0596	Fokolang positive 0.0417
Masterytal Mastery
Answer 64	-	Fokolang positive 0.0568	Fokolang positive 0.0937	Fokolang positive 0.0469	Fokolang mpe -0.0785	Fokolang mpe -0.0060	Fokolang mpe -0.0389	Fokolang mpe -0.0184
Answer 65	-	Fokolang positive 0.0144	Fokolang positive 0.0567	Fokolang mpe -0.0122	Fokolang mpe -0.0489	Fokolang positive 0.0327	Fokolang positive 0.0345	Fokolang mpe -0.0441
Answer 66	-	Fokolang positive 0.0521	Fokolang mpe -0.0288	Fokolang positive 0.0003	Fokolang mpe -0.0204	Fokolang positive 0.0111	Fokolang positive 0.0173	Fokolang mpe -0.0215
Answer 67	-	Fokolang positive 0.0159	Fokolang positive 0.0335	Fokolang mpe -0.0064	Fokolang mpe -0.0079	Fokolang mpe -0.0429	Fokolang positive 0.0302	Fokolang mpe -0.0021
Answer 68	-	Fokolang mpe -0.0520	Fokolang mpe -0.0249	Fokolang mpe -0.0168	Fokolang positive 0.0529	Fokolang positive 0.0091	Fokolang positive 0.0217	Fokolang mpe -0.0144
Answer 69	-	Fokolang mpe -0.0453	Fokolang mpe -0.0591	Fokolang positive 0.0464	Fokolang positive 0.0127	Fokolang mpe -0.0266	Fokolang mpe -0.0203	Fokolang positive 0.0529
Answer 70	-	Fokolang mpe -0.0395	Fokolang mpe -0.0425	Fokolang mpe -0.0501	Fokolang positive 0.0785	Fokolang positive 0.0177	Fokolang mpe -0.0492	Fokolang positive 0.0418
Masterytal Mastery
Answer 71	-	Fokolang positive 0.0098	Fokolang mpe -0.0565	Fokolang positive 0.0031	Fokolang mpe -0.0008	Fokolang positive 0.0102	Fokolang mpe -0.0545	Fokolang positive 0.0640
Answer 72	-	Fokolang mpe -0.0431	Fokolang mpe -0.0667	Fokolang positive 0.0160	Fokolang positive 0.0448	Fokolang positive 0.0015	Fokolang mpe -0.0400	Fokolang positive 0.0383
Answer 73	-	Fokolang positive 0.0106	Fokolang positive 0.0164	Fokolang mpe -0.0163	Fokolang mpe -0.0156	Fokolang positive 0.0089	Fokolang positive 0.0256	Fokolang mpe -0.0180
Answer 74	-	Fokolang positive 0.0569	Fokolang positive 0.0452	Fokolang mpe -0.0223	Fokolang mpe -0.0249	Fokolang mpe -0.0312	Fokolang positive 0.0314	Fokolang mpe -0.0143
Answer 75	-	Fokolang mpe -0.0152	Fokolang positive 0.0256	Fokolang mpe -0.0073	Fokolang mpe -0.0002	Fokolang positive 0.0095	Fokolang positive 0.0604	Fokolang mpe -0.0570
Answer 76	-	Fokolang mpe -0.0032	Fokolang positive 0.0609	Fokolang mpe -0.0042	Fokolang positive 0.0015	Fokolang mpe -0.0071	Fokolang positive 0.0334	Fokolang mpe -0.0545
Answer 77	-	Fokolang positive 0.0081	Fokolang positive 0.0659	Fokolang positive 0.0362	Fokolang mpe -0.0421	Fokolang mpe -0.0037	Fokolang mpe -0.0188	Fokolang mpe -0.0148
Masterytal Mastery
Answer 78	-	Fokolang positive 0.0382	Fokolang positive 0.0444	Fokolang positive 0.0479	Fokolang mpe -0.0695	Fokolang mpe -0.0611	Fokolang mpe -0.0123	Fokolang positive 0.0462
Answer 79	-	Fokolang positive 0.0104	Fokolang positive 0.0621	Fokolang positive 0.0080	Fokolang mpe -0.0499	Fokolang mpe -0.0280	Fokolang positive 0.0167	Fokolang positive 0.0116
Answer 80	-	Fokolang positive 0.0208	Fokolang mpe -0.0386	Fokolang positive 0.0218	Fokolang mpe -0.0798	Fokolang positive 0.0155	Fokolang positive 0.0023	Fokolang positive 0.0496
Answer 81	-	Fokolang mpe -0.0122	Fokolang positive 0.0067	Fokolang positive 0.0058	Fokolang mpe -0.0461	Fokolang mpe -0.0063	Fokolang positive 0.0392	Fokolang positive 0.0180
Answer 82	-	Fokolang mpe -0.0369	Fokolang mpe -0.0102	Fokolang positive 0.0064	Fokolang mpe -0.0004	Fokolang positive 0.0162	Fokolang positive 0.0126	Fokolang mpe -0.0044
Answer 83	-	Fokolang mpe -0.0257	Fokolang mpe -0.0569	Fokolang mpe -0.0529	Fokolang positive 0.0457	Fokolang positive 0.0331	Fokolang positive 0.0556	Fokolang mpe -0.0260
Answer 84	-	Fokolang positive 0.0086	Fokolang positive 0.0049	Fokolang mpe -0.0170	Fokolang positive 0.1485	Fokolang positive 0.0142	Fokolang mpe -0.0991	Fokolang mpe -0.0685
Masterytal Mastery
Answer 85	-	Fokolang mpe -0.0240	Fokolang mpe -0.0003	Fokolang positive 0.0010	Fokolang positive 0.1101	Fokolang positive 0.0074	Fokolang mpe -0.1284	Fokolang positive 0.0079
Answer 86	-	Fokolang mpe -0.0275	Fokolang mpe -0.0476	Fokolang positive 0.0319	Fokolang mpe -0.0164	Fokolang mpe -0.0274	Fokolang positive 0.0617	Fokolang positive 0.0094
Answer 87	-	Fokolang mpe -0.0038	Fokolang positive 6.37E-5	Fokolang mpe -0.0328	Fokolang mpe -0.0462	Fokolang positive 0.0148	Fokolang positive 0.0608	Fokolang positive 0.0097
Answer 88	-	Fokolang positive 0.0529	Fokolang positive 0.0141	Fokolang mpe -0.0279	Fokolang mpe -0.0625	Fokolang positive 0.0121	Fokolang positive 0.0255	Fokolang positive 0.0110
Answer 89	-	Fokolang positive 0.0454	Fokolang positive 0.0206	Fokolang positive 0.0374	Fokolang mpe -0.0039	Fokolang mpe -0.0393	Fokolang positive 0.0002	Fokolang mpe -0.0345
Answer 90	-	Fokolang positive 0.0346	Fokolang positive 0.0293	Fokolang mpe -0.0238	Fokolang mpe -0.0278	Fokolang positive 0.0287	Fokolang positive 0.0120	Fokolang mpe -0.0280
Answer 91	-	Fokolang mpe -0.0370	Fokolang positive 0.0514	Fokolang mpe -0.0034	Fokolang mpe -0.0341	Fokolang positive 0.0259	Fokolang positive 0.0066	Fokolang mpe -0.0018
Masterytal Mastery
Answer 92	-	Fokolang positive 0.0530	Fokolang positive 0.0562	Fokolang positive 0.0236	Fokolang mpe -0.0948	Fokolang positive 0.0110	Fokolang positive 0.0346	Fokolang mpe -0.0341
Answer 93	-	Fokolang positive 0.0141	Fokolang positive 0.0545	Fokolang positive 0.0008	Fokolang mpe -0.0395	Fokolang mpe -0.0056	Fokolang positive 0.0031	Fokolang mpe -0.0024
Answer 94	-	Fokolang positive 0.0473	Fokolang mpe -0.0192	Fokolang mpe -0.0083	Fokolang mpe -0.0314	Fokolang positive 0.0013	Fokolang positive 0.0416	Fokolang mpe -0.0150
Answer 95	-	Fokolang mpe -0.0116	Fokolang mpe -0.0116	Fokolang positive 0.0239	Fokolang positive 0.0083	Fokolang mpe -0.0109	Fokolang positive 0.0139	Fokolang mpe -0.0141
Answer 96	-	Fokolang mpe -0.0103	Fokolang mpe -0.0217	Fokolang mpe -0.0032	Fokolang mpe -0.0035	Fokolang mpe -0.0090	Fokolang positive 0.0329	Fokolang positive 0.0048
Answer 97	-	Fokolang mpe -0.0565	Fokolang mpe -0.0412	Fokolang mpe -0.0104	Fokolang positive 0.0414	Fokolang positive 0.0073	Fokolang mpe -0.0191	Fokolang positive 0.0375
Answer 98	-	Fokolang mpe -0.0328	Fokolang mpe -0.0097	Fokolang mpe -0.0169	Fokolang positive 0.1000	Fokolang positive 0.0042	Fokolang mpe -0.0916	Fokolang positive 0.0162
3) Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 99	-	Fokolang mpe -0.0376	Fokolang mpe -0.1286	Fokolang positive 0.0035	Fokolang mpe -0.0027	Fokolang mpe -0.0406	Fokolang mpe -0.0230	Fokolang positive 0.1634
Answer 100	-	Fokolang mpe -0.0266	Fokolang positive 0.0663	Fokolang mpe -0.0006	Fokolang positive 0.0406	Fokolang positive 0.0282	Fokolang positive 0.0295	Fokolang mpe -0.1165
Answer 101	-	Fokolang positive 0.0727	Fokolang positive 0.0542	Fokolang mpe -0.0141	Fokolang mpe -0.0062	Fokolang positive 0.0436	Fokolang positive 0.0034	Fokolang mpe -0.1072
Answer 102	-	Fokolang positive 0.0417	Fokolang positive 0.0634	Fokolang mpe -0.0091	Fokolang mpe -0.0458	Fokolang positive 0.0007	Fokolang mpe -0.0041	Fokolang mpe -0.0096
Answer 103	-	Fokolang positive 0.0047	Fokolang positive 0.0649	Fokolang positive 0.0212	Fokolang mpe -0.0120	Fokolang mpe -0.0186	Fokolang positive 0.0133	Fokolang mpe -0.0433
Answer 104	-	Fokolang positive 0.0242	Fokolang positive 0.0083	Fokolang mpe -0.0307	Fokolang mpe -0.0103	Fokolang positive 0.0282	Fokolang positive 0.0219	Fokolang mpe -0.0276
Answer 105	-	Fokolang positive 0.0234	Fokolang positive 0.0429	Fokolang positive 0.0315	Fokolang mpe -0.0367	Fokolang mpe -0.0220	Fokolang mpe -0.0333	Fokolang positive 0.0133
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 106	-	Fokolang positive 0.0019	Fokolang mpe -0.0017	Fokolang positive 0.0116	Fokolang positive 0.0301	Fokolang mpe -0.0167	Fokolang mpe -0.0077	Fokolang mpe -0.0164
Answer 107	-	Fokolang positive 0.0136	Fokolang positive 0.0255	Fokolang mpe -0.0062	Fokolang positive 0.0223	Fokolang positive 0.0276	Fokolang mpe -0.0336	Fokolang mpe -0.0393
Answer 108	-	Fokolang positive 0.0285	Fokolang positive 0.1232	Fokolang mpe -0.0184	Fokolang mpe -0.0329	Fokolang positive 0.0138	Fokolang mpe -0.0081	Fokolang mpe -0.0525
Answer 109	-	Fokolang positive 0.1145	Fokolang positive 0.0304	Fokolang mpe -0.0383	Fokolang mpe -0.0233	Fokolang mpe -0.0053	Fokolang mpe -0.0005	Fokolang mpe -0.0323
Answer 110	-	Fokolang positive 0.0514	Fokolang positive 0.0810	Fokolang mpe -0.0114	Fokolang positive 0.0176	Fokolang positive 0.0001	Fokolang positive 0.0296	Fokolang mpe -0.1159
Answer 111	-	Fokolang mpe -0.0147	Fokolang positive 0.0526	Fokolang mpe -0.0260	Fokolang positive 0.0170	Fokolang positive 0.0182	Fokolang positive 0.0931	Fokolang mpe -0.1129
Answer 112	-	Fokolang mpe -0.0767	Fokolang mpe -0.1355	Fokolang positive 0.0415	Fokolang mpe -0.0247	Fokolang mpe -0.0165	Fokolang mpe -0.0584	Fokolang positive 0.1867
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 113	-	Fokolang positive 0.0571	Fokolang positive 0.0569	Fokolang positive 0.0253	Fokolang mpe -0.0376	Fokolang mpe -0.0090	Fokolang mpe -0.0305	Fokolang mpe -0.0211
Answer 114	-	Fokolang positive 0.0226	Fokolang positive 0.0455	Fokolang positive 0.0207	Fokolang mpe -0.0316	Fokolang mpe -0.0107	Fokolang mpe -0.0178	Fokolang mpe -0.0048
Answer 115	-	Fokolang positive 0.0143	Fokolang positive 0.0882	Fokolang positive 0.0018	Fokolang mpe -0.0286	Fokolang positive 0.0130	Fokolang positive 0.0248	Fokolang mpe -0.0732
Answer 116	-	Fokolang positive 0.1073	Fokolang positive 0.0293	Fokolang mpe -0.0215	Fokolang mpe -0.0142	Fokolang positive 0.0249	Fokolang mpe -0.0360	Fokolang mpe -0.0469
Answer 117	-	Fokolang positive 0.0671	Fokolang positive 0.0620	Fokolang mpe -0.0242	Fokolang mpe -0.0197	Fokolang positive 0.0209	Fokolang positive 0.0056	Fokolang mpe -0.0656
Answer 118	-	Fokolang mpe -0.0055	Fokolang mpe -0.0191	Fokolang mpe -0.0238	Fokolang mpe -0.0591	Fokolang positive 0.0255	Fokolang positive 0.0746	Fokolang positive 0.0079
Answer 119	-	Fokolang mpe -0.1150	Fokolang mpe -0.1053	Fokolang positive 0.0225	Fokolang positive 0.0970	Fokolang mpe -0.0396	Fokolang mpe -0.0334	Fokolang positive 0.0898
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 120	-	Fokolang mpe -0.0604	Fokolang mpe -0.0718	Fokolang mpe -0.0154	Fokolang mpe -0.0212	Fokolang mpe -0.0176	Fokolang mpe -0.0200	Fokolang positive 0.1496
Answer 121	-	Fokolang mpe -0.0128	Fokolang positive 0.0234	Fokolang mpe -0.0222	Fokolang positive 0.0499	Fokolang positive 0.0027	Fokolang positive 0.0259	Fokolang mpe -0.0600
Answer 122	-	Fokolang positive 0.0266	Fokolang positive 0.0279	Fokolang mpe -0.0116	Fokolang positive 0.0046	Fokolang positive 0.0765	Fokolang positive 0.0108	Fokolang mpe -0.1114
Answer 123	-	Fokolang positive 0.0789	Fokolang positive 0.0466	Fokolang positive 0.0118	Fokolang mpe -0.0132	Fokolang mpe -0.0208	Fokolang mpe -0.0110	Fokolang mpe -0.0454
Answer 124	-	Fokolang positive 0.0256	Fokolang positive 0.0301	Fokolang positive 0.0411	Fokolang mpe -0.0255	Fokolang mpe -0.0052	Fokolang mpe -0.0093	Fokolang mpe -0.0326
Answer 125	-	Fokolang positive 0.0237	Fokolang positive 0.0517	Fokolang positive 0.0445	Fokolang mpe -0.0113	Fokolang mpe -0.0582	Fokolang positive 0.0436	Fokolang mpe -0.0546
Answer 126	-	Fokolang positive 0.0609	Fokolang mpe -0.0003	Fokolang positive 0.0664	Fokolang mpe -0.0445	Fokolang mpe -0.0050	Fokolang mpe -0.0473	Fokolang mpe -0.0066
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 127	-	Fokolang positive 0.0578	Fokolang positive 0.0950	Fokolang positive 0.0470	Fokolang mpe -0.0356	Fokolang mpe -0.0162	Fokolang mpe -0.0222	Fokolang mpe -0.0658
Answer 128	-	Fokolang positive 0.0214	Fokolang positive 0.0119	Fokolang positive 0.0498	Fokolang positive 0.0130	Fokolang mpe -0.0223	Fokolang mpe -0.0389	Fokolang mpe -0.0199
Answer 129	-	Fokolang positive 0.0548	Fokolang positive 0.0636	Fokolang mpe -0.0039	Fokolang positive 0.0139	Fokolang positive 0.0474	Fokolang positive 0.0243	Fokolang mpe -0.1487
Answer 130	-	Fokolang positive 0.0279	Fokolang positive 0.0214	Fokolang mpe -0.0165	Fokolang mpe -0.0390	Fokolang positive 0.0047	Fokolang positive 0.0346	Fokolang mpe -0.0172
Answer 131	-	Fokolang positive 0.0540	Fokolang positive 0.0191	Fokolang mpe -0.0556	Fokolang mpe -0.0046	Fokolang positive 0.0089	Fokolang positive 0.0495	Fokolang mpe -0.0445
Answer 132	-	Fokolang mpe -0.0566	Fokolang mpe -0.0778	Fokolang positive 0.0087	Fokolang mpe -0.0024	Fokolang positive 0.0248	Fokolang positive 0.0123	Fokolang positive 0.0487
Answer 133	-	Fokolang mpe -0.0914	Fokolang mpe -0.0656	Fokolang mpe -0.0169	Fokolang positive 0.0321	Fokolang mpe -0.0450	Fokolang mpe -0.0481	Fokolang positive 0.1618
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 134	-	Fokolang positive 0.0296	Fokolang positive 0.0272	Fokolang positive 0.0025	Fokolang mpe -0.0289	Fokolang mpe -0.0035	Fokolang mpe -0.0066	Fokolang mpe -0.0038
Answer 135	-	Fokolang positive 0.0582	Fokolang positive 0.0889	Fokolang mpe -0.0068	Fokolang mpe -0.0126	Fokolang positive 0.0237	Fokolang mpe -0.0188	Fokolang mpe -0.0770
Answer 136	-	Fokolang positive 0.0208	Fokolang positive 0.0390	Fokolang positive 0.0059	Fokolang positive 0.0154	Fokolang mpe -0.0130	Fokolang positive 0.0202	Fokolang mpe -0.0626
Answer 137	-	Fokolang positive 0.0593	Fokolang positive 0.0527	Fokolang mpe -0.0098	Fokolang mpe -0.0154	Fokolang mpe -0.0047	Fokolang mpe -0.0139	Fokolang mpe -0.0298
Answer 138	-	Fokolang positive 0.0201	Fokolang positive 0.0094	Fokolang positive 0.0195	Fokolang mpe -0.0154	Fokolang mpe -0.0424	Fokolang positive 0.0459	Fokolang mpe -0.0205
Answer 139	-	Fokolang mpe -0.0550	Fokolang mpe -0.0376	Fokolang mpe -0.0579	Fokolang positive 0.0339	Fokolang positive 0.0439	Fokolang positive 0.1060	Fokolang mpe -0.0565
Answer 140	-	Fokolang mpe -0.0464	Fokolang mpe -0.0710	Fokolang positive 0.0370	Fokolang positive 0.0032	Fokolang mpe -0.0125	Fokolang mpe -0.0923	Fokolang positive 0.1291
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 141	-	Fokolang mpe -0.0725	Fokolang mpe -0.0728	Fokolang positive 0.0332	Fokolang mpe -0.0351	Fokolang mpe -0.0178	Fokolang mpe -0.0527	Fokolang positive 0.1609
Answer 142	-	Fokolang mpe -0.0016	Fokolang mpe -0.0155	Fokolang positive 0.0006	Fokolang positive 0.0163	Fokolang positive 0.0007	Fokolang positive 0.0292	Fokolang mpe -0.0312
Answer 143	-	Fokolang positive 0.0509	Fokolang positive 0.0715	Fokolang mpe -0.0440	Fokolang positive 0.0482	Fokolang mpe -0.0043	Fokolang positive 0.0464	Fokolang mpe -0.1233
Answer 144	-	Fokolang positive 0.0556	Fokolang positive 0.0330	Fokolang mpe -0.0114	Fokolang mpe -0.0097	Fokolang positive 0.0126	Fokolang positive 0.0092	Fokolang mpe -0.0567
Answer 145	-	Fokolang positive 0.0130	Fokolang positive 0.0105	Fokolang positive 0.0086	Fokolang positive 0.0399	Fokolang positive 0.0166	Fokolang positive 0.0163	Fokolang mpe -0.0916
Answer 146	-	Fokolang positive 0.0149	Fokolang positive 0.0622	Fokolang mpe -0.0304	Fokolang mpe -0.0297	Fokolang positive 0.0505	Fokolang mpe -0.0043	Fokolang mpe -0.0405
Answer 147	-	Fokolang positive 0.0537	Fokolang positive 0.0399	Fokolang positive 0.0103	Fokolang mpe -0.0170	Fokolang mpe -0.0198	Fokolang mpe -0.0228	Fokolang mpe -0.0121
4) Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 148	-	Fokolang positive 0.0152	Fokolang mpe -0.0785	Fokolang mpe -0.0051	Fokolang positive 0.0085	Fokolang positive 0.0223	Fokolang mpe -0.0621	Fokolang positive 0.0671
Answer 149	-	Fokolang mpe -0.0650	Fokolang mpe -0.0769	Fokolang mpe -0.0369	Fokolang mpe -0.0020	Fokolang positive 0.0724	Fokolang positive 0.0202	Fokolang positive 0.0370
Answer 150	-	Fokolang mpe -0.0299	Fokolang positive 0.0655	Fokolang positive 0.0072	Fokolang positive 0.0122	Fokolang mpe -0.0047	Fokolang positive 0.0383	Fokolang mpe -0.0690
Answer 151	-	Fokolang positive 0.0791	Fokolang positive 0.0682	Fokolang mpe -0.0245	Fokolang mpe -0.0060	Fokolang mpe -0.0579	Fokolang positive 0.0146	Fokolang mpe -0.0210
Answer 152	-	Fokolang positive 0.0413	Fokolang positive 0.0724	Fokolang positive 0.0502	Fokolang mpe -0.0218	Fokolang mpe -0.0541	Fokolang positive 0.0343	Fokolang mpe -0.0735
Answer 153	-	Fokolang positive 0.0405	Fokolang positive 0.0606	Fokolang positive 0.0700	Fokolang mpe -0.0152	Fokolang mpe -0.0905	Fokolang mpe -0.0086	Fokolang mpe -0.0160
Answer 154	-	Fokolang positive 0.0020	Fokolang positive 0.0998	Fokolang positive 0.0382	Fokolang positive 0.0026	Fokolang mpe -0.0473	Fokolang mpe -0.0159	Fokolang mpe -0.0381
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 155	-	Fokolang positive 0.0339	Fokolang mpe -0.0376	Fokolang positive 0.0290	Fokolang positive 0.0138	Fokolang positive 0.0361	Fokolang mpe -0.0975	Fokolang positive 0.0087
Answer 156	-	Fokolang mpe -0.0298	Fokolang mpe -0.0526	Fokolang mpe -0.0429	Fokolang positive 0.0026	Fokolang positive 0.0513	Fokolang positive 0.0172	Fokolang positive 0.0285
Answer 157	-	Fokolang positive 0.0050	Fokolang mpe -0.0366	Fokolang mpe -0.0307	Fokolang mpe -0.0110	Fokolang positive 0.0188	Fokolang positive 0.0516	Fokolang mpe -0.0061
Answer 158	-	Fokolang positive 0.0036	Fokolang positive 0.0409	Fokolang positive 0.0073	Fokolang mpe -0.0116	Fokolang mpe -0.0580	Fokolang positive 0.0406	Fokolang mpe -0.0016
Answer 159	-	Fokolang positive 0.0134	Fokolang positive 0.0781	Fokolang positive 0.0281	Fokolang mpe -0.0106	Fokolang mpe -0.0436	Fokolang positive 0.0137	Fokolang mpe -0.0446
Answer 160	-	Fokolang mpe -0.0165	Fokolang positive 0.0941	Fokolang positive 0.0309	Fokolang positive 0.0200	Fokolang mpe -0.0788	Fokolang mpe -0.0068	Fokolang mpe -0.0155
Answer 161	-	Fokolang mpe -0.0322	Fokolang positive 0.0498	Fokolang positive 0.0308	Fokolang mpe -0.0092	Fokolang mpe -0.0340	Fokolang positive 0.0153	Fokolang mpe -0.0078
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 162	-	Fokolang positive 0.0357	Fokolang positive 0.0702	Fokolang positive 0.0389	Fokolang mpe -0.0023	Fokolang mpe -0.0512	Fokolang mpe -0.0386	Fokolang mpe -0.0128
Answer 163	-	Fokolang positive 0.0218	Fokolang positive 0.0976	Fokolang positive 0.0257	Fokolang positive 0.0067	Fokolang mpe -0.0473	Fokolang positive 0.0035	Fokolang mpe -0.0589
Answer 164	-	Fokolang mpe -0.0103	Fokolang positive 0.0182	Fokolang positive 0.0033	Fokolang positive 0.0199	Fokolang positive 0.0229	Fokolang positive 0.0097	Fokolang mpe -0.0578
Answer 165	-	Fokolang positive 0.0378	Fokolang mpe -0.0059	Fokolang positive 0.0023	Fokolang mpe -0.0410	Fokolang mpe -0.0007	Fokolang positive 0.0013	Fokolang positive 0.0141
Answer 166	-	Fokolang mpe -0.0091	Fokolang mpe -0.0009	Fokolang mpe -0.0310	Fokolang mpe -0.0156	Fokolang positive 0.0279	Fokolang positive 0.0601	Fokolang mpe -0.0309
Answer 167	-	Fokolang mpe -0.0014	Fokolang mpe -0.0467	Fokolang positive 0.0098	Fokolang mpe -0.0371	Fokolang positive 0.0102	Fokolang positive 0.0185	Fokolang positive 0.0317
Answer 168	-	Fokolang mpe -0.0499	Fokolang mpe -0.0915	Fokolang mpe -0.0378	Fokolang positive 0.0509	Fokolang positive 0.0270	Fokolang mpe -0.0419	Fokolang positive 0.0815
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 169	-	Fokolang positive 0.0192	Fokolang positive 0.0915	Fokolang positive 0.0218	Fokolang mpe -0.0783	Fokolang mpe -0.0097	Fokolang mpe -0.0118	Fokolang positive 0.0097
Answer 170	-	Fokolang positive 0.0356	Fokolang mpe -0.0035	Fokolang positive 0.0074	Fokolang mpe -0.0814	Fokolang positive 0.0180	Fokolang mpe -0.0031	Fokolang positive 0.0404
Answer 171	-	Fokolang positive 0.0266	Fokolang positive 0.0415	Fokolang mpe -0.0099	Fokolang mpe -0.0781	Fokolang positive 0.0215	Fokolang positive 0.0473	Fokolang mpe -0.0163
Answer 172	-	Fokolang positive 0.0648	Fokolang mpe -0.0118	Fokolang positive 0.0128	Fokolang mpe -0.0646	Fokolang mpe -0.0043	Fokolang positive 0.0027	Fokolang positive 0.0159
Answer 173	-	Fokolang positive 0.0046	Fokolang mpe -0.0213	Fokolang mpe -0.0259	Fokolang positive 0.0221	Fokolang positive 0.0117	Fokolang positive 0.0199	Fokolang mpe -0.0189
Answer 174	-	Fokolang positive 0.0037	Fokolang mpe -0.0234	Fokolang mpe -0.0210	Fokolang positive 0.0152	Fokolang mpe -0.0243	Fokolang positive 0.0513	Fokolang mpe -0.0065
Answer 175	-	Fokolang mpe -0.0967	Fokolang mpe -0.0336	Fokolang positive 0.0147	Fokolang positive 0.1585	Fokolang mpe -0.0043	Fokolang mpe -0.0779	Fokolang mpe -0.0135
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 176	-	Fokolang positive 0.0006	Fokolang mpe -0.0582	Fokolang mpe -0.0145	Fokolang positive 0.0208	Fokolang positive 0.0681	Fokolang mpe -0.0412	Fokolang mpe -0.0009
Answer 177	-	Fokolang mpe -0.0197	Fokolang mpe -0.0393	Fokolang positive 0.0092	Fokolang positive 0.0119	Fokolang mpe -0.0193	Fokolang positive 0.0363	Fokolang positive 0.0048
Answer 178	-	Fokolang mpe -0.0083	Fokolang positive 0.0459	Fokolang mpe -0.0106	Fokolang mpe -0.0230	Fokolang mpe -0.0229	Fokolang positive 0.0549	Fokolang mpe -0.0193
Answer 179	-	Fokolang positive 0.0323	Fokolang positive 0.0466	Fokolang positive 0.0017	Fokolang positive 0.0012	Fokolang mpe -0.0560	Fokolang mpe -0.0186	Fokolang positive 0.0135
Answer 180	-	Fokolang positive 0.0196	Fokolang positive 0.0071	Fokolang mpe -0.0173	Fokolang mpe -0.0401	Fokolang positive 0.0275	Fokolang mpe -0.0006	Fokolang positive 0.0164
Answer 181	-	Fokolang mpe -0.0135	Fokolang positive 0.1003	Fokolang positive 0.0123	Fokolang positive 0.0264	Fokolang positive 0.0061	Fokolang mpe -0.0492	Fokolang mpe -0.0524
Answer 182	-	Fokolang positive 0.0139	Fokolang positive 0.0219	Fokolang positive 0.0430	Fokolang mpe -0.0467	Fokolang mpe -0.0653	Fokolang positive 0.0047	Fokolang positive 0.0449
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 183	-	Fokolang positive 0.0698	Fokolang positive 0.0848	Fokolang positive 0.0054	Fokolang mpe -0.0408	Fokolang positive 0.0387	Fokolang mpe -0.0449	Fokolang mpe -0.0600
Answer 184	-	Fokolang positive 0.0091	Fokolang positive 0.0236	Fokolang positive 0.0244	Fokolang mpe -0.0536	Fokolang mpe -0.0113	Fokolang positive 0.0547	Fokolang mpe -0.0242
Answer 185	-	Fokolang positive 0.0222	Fokolang mpe -0.0367	Fokolang mpe -0.0478	Fokolang positive 0.0062	Fokolang mpe -0.0225	Fokolang positive 0.0685	Fokolang positive 0.0027
Answer 186	-	Fokolang positive 0.0045	Fokolang positive 0.0411	Fokolang positive 0.0061	Fokolang mpe -0.0203	Fokolang mpe -0.0471	Fokolang positive 0.0102	Fokolang positive 0.0237
Answer 187	-	Fokolang mpe -0.0043	Fokolang mpe -0.0040	Fokolang positive 0.0076	Fokolang mpe -0.0322	Fokolang positive 0.0079	Fokolang positive 0.0647	Fokolang mpe -0.0285
Answer 188	-	Fokolang mpe -0.0068	Fokolang mpe -0.0341	Fokolang positive 0.0052	Fokolang positive 0.0245	Fokolang positive 0.0281	Fokolang mpe -0.0248	Fokolang mpe -0.0089
Answer 189	-	Fokolang mpe -0.0688	Fokolang mpe -0.0499	Fokolang positive 8.20E-5	Fokolang positive 0.0759	Fokolang mpe -0.0002	Fokolang mpe -0.0786	Fokolang positive 0.0670
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 190	-	Fokolang positive 0.0100	Fokolang mpe -0.0640	Fokolang mpe -0.0338	Fokolang positive 0.0279	Fokolang positive 0.0679	Fokolang mpe -0.0635	Fokolang positive 0.0259
Answer 191	-	Fokolang mpe -0.0382	Fokolang mpe -0.0191	Fokolang positive 0.0128	Fokolang positive 0.0047	Fokolang mpe -0.0144	Fokolang positive 0.0671	Fokolang mpe -0.0254
Answer 192	-	Fokolang mpe -0.0283	Fokolang positive 0.0286	Fokolang positive 0.0268	Fokolang mpe -0.0138	Fokolang mpe -0.0341	Fokolang positive 0.0416	Fokolang mpe -0.0115
Answer 193	-	Fokolang positive 0.0654	Fokolang positive 0.0795	Fokolang positive 0.0065	Fokolang mpe -0.0141	Fokolang mpe -0.0580	Fokolang mpe -0.0127	Fokolang mpe -0.0143
Answer 194	-	Fokolang positive 0.0043	Fokolang positive 0.0348	Fokolang mpe -0.0294	Fokolang mpe -0.0148	Fokolang mpe -0.0050	Fokolang positive 0.0326	Fokolang mpe -0.0081
Answer 195	-	Fokolang positive 0.0215	Fokolang positive 0.0406	Fokolang positive 0.0051	Fokolang mpe -0.0066	Fokolang mpe -0.0096	Fokolang mpe -0.0481	Fokolang positive 0.0129
Answer 196	-	Fokolang positive 0.0044	Fokolang positive 0.0179	Fokolang positive 0.0509	Fokolang mpe -0.0446	Fokolang mpe -0.0224	Fokolang mpe -0.0275	Fokolang positive 0.0297
5) Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 197	-	Fokolang mpe -0.0456	Fokolang mpe -0.0415	Fokolang positive 0.0295	Fokolang positive 0.1852	Fokolang mpe -0.0594	Fokolang mpe -0.1331	Fokolang positive 0.0137
Answer 198	-	Fokolang mpe -0.0028	Fokolang mpe -0.0033	Fokolang mpe -0.0333	Fokolang mpe -0.0455	Fokolang positive 0.0179	Fokolang positive 0.0685	Fokolang positive 0.0021
Answer 199	-	Fokolang positive 0.0194	Fokolang mpe -0.0207	Fokolang positive 0.0199	Fokolang mpe -0.1178	Fokolang positive 0.0753	Fokolang positive 0.0545	Fokolang mpe -0.0174
Answer 200	-	Fokolang positive 0.0633	Fokolang positive 0.0648	Fokolang mpe -0.0337	Fokolang mpe -0.0841	Fokolang mpe -0.0120	Fokolang positive 0.0338	Fokolang positive 0.0168
Answer 201	-	Fokolang positive 0.0066	Fokolang positive 0.0050	Fokolang positive 0.0112	Fokolang mpe -0.0461	Fokolang mpe -0.0161	Fokolang positive 0.0522	Fokolang positive 0.0012
Answer 202	-	Fokolang mpe -0.0079	Fokolang positive 0.0105	Fokolang mpe -0.0190	Fokolang mpe -0.0129	Fokolang positive 0.0355	Fokolang positive 0.0120	Fokolang mpe -0.0174
Answer 203	-	Fokolang positive 0.0323	Fokolang positive 0.1158	Fokolang positive 0.0157	Fokolang mpe -0.0532	Fokolang mpe -0.0187	Fokolang positive 0.0035	Fokolang mpe -0.0366
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 204	-	Fokolang positive 0.0751	Fokolang positive 0.0546	Fokolang mpe -0.0167	Fokolang mpe -0.1157	Fokolang positive 0.0239	Fokolang positive 0.0014	Fokolang positive 0.0209
Answer 205	-	Fokolang positive 0.0760	Fokolang positive 0.0440	Fokolang mpe -0.0198	Fokolang mpe -0.1650	Fokolang positive 0.0234	Fokolang positive 0.0072	Fokolang positive 0.0769
Answer 206	-	Fokolang mpe -0.0077	Fokolang mpe -0.0252	Fokolang mpe -0.0101	Fokolang mpe -0.0603	Fokolang positive 0.0366	Fokolang positive 0.0320	Fokolang positive 0.0269
Answer 207	-	Fokolang positive 0.0141	Fokolang positive 0.0112	Fokolang mpe -0.0133	Fokolang mpe -0.0282	Fokolang mpe -0.0263	Fokolang positive 0.0046	Fokolang positive 0.0444
Answer 208	-	Fokolang mpe -0.0037	Fokolang mpe -0.0105	Fokolang mpe -0.0193	Fokolang positive 0.0127	Fokolang positive 0.0091	Fokolang positive 0.0533	Fokolang mpe -0.0422
Answer 209	-	Fokolang mpe -0.0445	Fokolang mpe -0.0816	Fokolang positive 0.0039	Fokolang positive 0.0398	Fokolang positive 0.0034	Fokolang positive 0.0393	Fokolang mpe -1.05E-5
Answer 210	-	Fokolang mpe -0.0471	Fokolang positive 0.0335	Fokolang positive 0.0465	Fokolang positive 0.1764	Fokolang mpe -0.0448	Fokolang mpe -0.1025	Fokolang mpe -0.0745
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 211	-	Fokolang mpe -0.0403	Fokolang mpe -0.0549	Fokolang positive 0.0734	Fokolang positive 0.1038	Fokolang mpe -0.0498	Fokolang mpe -0.1348	Fokolang positive 0.0553
Answer 212	-	Fokolang mpe -0.0433	Fokolang mpe -0.0130	Fokolang mpe -0.0210	Fokolang positive 0.0250	Fokolang mpe -0.0193	Fokolang positive 0.0482	Fokolang positive 0.0049
Answer 213	-	Fokolang positive 0.0233	Fokolang positive 0.0086	Fokolang mpe -0.0195	Fokolang mpe -0.0874	Fokolang positive 0.0433	Fokolang positive 0.0417	Fokolang positive 0.0067
Answer 214	-	Fokolang positive 0.0533	Fokolang positive 0.0576	Fokolang mpe -0.0676	Fokolang mpe -0.0240	Fokolang positive 0.0228	Fokolang positive 0.0061	Fokolang mpe -0.0126
Answer 215	-	Fokolang positive 0.0451	Fokolang positive 0.0316	Fokolang mpe -0.0035	Fokolang mpe -0.0475	Fokolang positive 0.0277	Fokolang positive 0.0507	Fokolang mpe -0.0675
Answer 216	-	Fokolang positive 0.0153	Fokolang positive 0.0170	Fokolang positive 0.0037	Fokolang mpe -0.0173	Fokolang positive 0.0127	Fokolang positive 0.0439	Fokolang mpe -0.0549
Answer 217	-	Fokolang positive 0.0257	Fokolang positive 0.0252	Fokolang mpe -0.0106	Fokolang mpe -0.0677	Fokolang positive 0.0220	Fokolang positive 0.0507	Fokolang mpe -0.0196
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 218	-	Fokolang mpe -0.0619	Fokolang mpe -0.0555	Fokolang positive 0.0886	Fokolang positive 0.1304	Fokolang mpe -0.0492	Fokolang mpe -0.0896	Fokolang mpe -0.0110
Answer 219	-	Fokolang mpe -0.0212	Fokolang positive 0.0239	Fokolang mpe -0.0411	Fokolang mpe -0.0211	Fokolang mpe -0.0056	Fokolang positive 0.0312	Fokolang positive 0.0350
Answer 220	-	Fokolang mpe -0.0005	Fokolang positive 0.0085	Fokolang mpe -0.0025	Fokolang positive 0.0020	Fokolang mpe -0.0086	Fokolang positive 0.0322	Fokolang mpe -0.0260
Answer 221	-	Fokolang positive 0.0638	Fokolang positive 0.0240	Fokolang mpe -0.0348	Fokolang mpe -0.0739	Fokolang positive 0.0351	Fokolang positive 0.0052	Fokolang positive 0.0125
Answer 222	-	Fokolang positive 0.0473	Fokolang positive 0.0115	Fokolang positive 0.0028	Fokolang mpe -0.0975	Fokolang positive 0.0398	Fokolang positive 0.0533	Fokolang mpe -0.0259
Answer 223	-	Fokolang positive 0.0078	Fokolang mpe -0.0152	Fokolang mpe -0.0395	Fokolang mpe -0.0035	Fokolang positive 0.0342	Fokolang positive 0.0273	Fokolang mpe -0.0123
Answer 224	-	Fokolang positive 0.0242	Fokolang positive 0.0356	Fokolang mpe -0.0296	Fokolang mpe -0.0301	Fokolang positive 0.0001	Fokolang mpe -0.0060	Fokolang positive 0.0232
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 225	-	Fokolang positive 0.0475	Fokolang positive 0.0807	Fokolang positive 0.0144	Fokolang mpe -0.0610	Fokolang positive 0.0026	Fokolang mpe -0.0026	Fokolang mpe -0.0319
Answer 226	-	Fokolang positive 0.0869	Fokolang positive 0.0435	Fokolang mpe -0.0002	Fokolang mpe -0.0522	Fokolang positive 0.0348	Fokolang mpe -0.0057	Fokolang mpe -0.0585
Answer 227	-	Fokolang mpe -0.0306	Fokolang mpe -0.0062	Fokolang mpe -0.0376	Fokolang mpe -0.0336	Fokolang positive 0.0430	Fokolang positive 0.0514	Fokolang positive 0.0022
Answer 228	-	Fokolang positive 0.0055	Fokolang positive 0.0342	Fokolang mpe -0.0026	Fokolang mpe -0.0037	Fokolang mpe -0.0225	Fokolang positive 0.0346	Fokolang mpe -0.0244
Answer 229	-	Fokolang positive 0.0097	Fokolang mpe -0.0140	Fokolang mpe -0.0107	Fokolang mpe -0.0130	Fokolang mpe -0.0404	Fokolang positive 0.0374	Fokolang positive 0.0319
Answer 230	-	Fokolang mpe -0.0224	Fokolang mpe -0.0480	Fokolang mpe -0.0080	Fokolang positive 0.0340	Fokolang positive 0.0198	Fokolang positive 0.0292	Fokolang mpe -0.0271
Answer 231	-	Fokolang mpe -0.0575	Fokolang mpe -0.0439	Fokolang positive 0.0337	Fokolang positive 0.0772	Fokolang mpe -0.0347	Fokolang mpe -0.1001	Fokolang positive 0.0765
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 232	-	Fokolang positive 0.0209	Fokolang positive 0.0305	Fokolang positive 0.0218	Fokolang mpe -0.0277	Fokolang mpe -0.0133	Fokolang mpe -0.0083	Fokolang mpe -0.0053
Answer 233	-	Fokolang positive 0.0016	Fokolang positive 0.0346	Fokolang positive 0.0035	Fokolang mpe -0.0034	Fokolang mpe -0.0246	Fokolang mpe -0.0117	Fokolang positive 0.0157
Answer 234	-	Fokolang positive 0.0092	Fokolang mpe -0.0447	Fokolang positive 0.0063	Fokolang mpe -0.0381	Fokolang mpe -0.0166	Fokolang mpe -0.0039	Fokolang positive 0.0716
Answer 235	-	Fokolang positive 0.0192	Fokolang positive 0.0687	Fokolang positive 0.0313	Fokolang mpe -0.0067	Fokolang mpe -0.0089	Fokolang mpe -0.0389	Fokolang mpe -0.0350
Answer 236	-	Fokolang mpe -0.0207	Fokolang positive 0.0488	Fokolang mpe -0.0461	Fokolang mpe -0.0021	Fokolang positive 0.0070	Fokolang positive 0.0552	Fokolang mpe -0.0305
Answer 237	-	Fokolang mpe -0.0426	Fokolang mpe -0.0358	Fokolang mpe -0.0396	Fokolang positive 0.0241	Fokolang positive 0.0548	Fokolang positive 0.0237	Fokolang mpe -0.0140
Answer 238	-	Fokolang positive 0.0160	Fokolang mpe -0.0487	Fokolang positive 0.0200	Fokolang positive 0.0207	Fokolang mpe -0.0113	Fokolang mpe -0.0113	Fokolang positive 0.0046
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 239	-	Fokolang mpe -0.0034	Fokolang positive 0.0882	Fokolang positive 0.0396	Fokolang mpe -0.0132	Fokolang mpe -0.0029	Fokolang mpe -0.0120	Fokolang mpe -0.0603
Answer 240	-	Fokolang positive 0.0909	Fokolang mpe -0.0071	Fokolang positive 0.0222	Fokolang mpe -0.0226	Fokolang mpe -0.0253	Fokolang positive 0.0251	Fokolang mpe -0.0474
Answer 241	-	Fokolang mpe -0.0109	Fokolang positive 0.0270	Fokolang mpe -0.0252	Fokolang mpe -0.0022	Fokolang positive 0.0487	Fokolang positive 0.0433	Fokolang mpe -0.0700
Answer 242	-	Fokolang positive 0.0330	Fokolang positive 0.0325	Fokolang mpe -0.0339	Fokolang mpe -0.0279	Fokolang mpe -0.0589	Fokolang positive 0.0333	Fokolang positive 0.0449
Answer 243	-	Fokolang mpe -0.0423	Fokolang mpe -0.0004	Fokolang mpe -0.0492	Fokolang positive 0.0339	Fokolang positive 0.0334	Fokolang positive 0.0141	Fokolang mpe -0.0089
Answer 244	-	Fokolang mpe -0.0462	Fokolang mpe -0.0752	Fokolang positive 0.0175	Fokolang mpe -0.0192	Fokolang positive 0.0183	Fokolang mpe -0.0097	Fokolang positive 0.0705
Answer 245	-	Fokolang mpe -0.0185	Fokolang mpe -0.0333	Fokolang positive 0.0247	Fokolang positive 0.0422	Fokolang mpe -0.0147	Fokolang mpe -0.0781	Fokolang positive 0.0505
6) Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 246	-	Fokolang positive 0.0310	Fokolang positive 0.1206	Fokolang positive 0.0029	Fokolang mpe -0.0429	Fokolang positive 0.0099	Fokolang mpe -0.0204	Fokolang mpe -0.0452
Answer 247	-	Fokolang positive 0.0254	Fokolang positive 0.0532	Fokolang positive 0.0353	Fokolang mpe -0.0106	Fokolang mpe -0.0585	Fokolang positive 0.0798	Fokolang mpe -0.0810
Answer 248	-	Fokolang positive 0.0216	Fokolang mpe -0.0187	Fokolang mpe -0.0051	Fokolang positive 0.0226	Fokolang positive 0.0584	Fokolang mpe -0.0141	Fokolang mpe -0.0656
Answer 249	-	Fokolang positive 0.0054	Fokolang mpe -0.0067	Fokolang mpe -0.0429	Fokolang mpe -0.0056	Fokolang mpe -0.0245	Fokolang positive 0.0020	Fokolang positive 0.0659
Answer 250	-	Fokolang mpe -0.0193	Fokolang positive 0.0162	Fokolang mpe -0.0093	Fokolang mpe -0.0025	Fokolang mpe -0.0199	Fokolang positive 0.0353	Fokolang positive 0.0001
Answer 251	-	Fokolang mpe -0.0111	Fokolang mpe -0.0667	Fokolang mpe -0.0167	Fokolang positive 0.0156	Fokolang positive 0.0085	Fokolang positive 0.0419	Fokolang positive 0.0034
Answer 252	-	Fokolang mpe -0.0406	Fokolang mpe -0.0545	Fokolang positive 0.0224	Fokolang positive 0.0092	Fokolang positive 0.0139	Fokolang mpe -0.1006	Fokolang positive 0.1043
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 253	-	Fokolang mpe -0.0563	Fokolang mpe -0.0537	Fokolang positive 0.0484	Fokolang positive 0.0302	Fokolang mpe -0.0051	Fokolang mpe -0.1142	Fokolang positive 0.0997
Answer 254	-	Fokolang mpe -0.0234	Fokolang mpe -0.0561	Fokolang mpe -0.0244	Fokolang positive 0.0061	Fokolang positive 0.0253	Fokolang positive 0.0435	Fokolang positive 0.0035
Answer 255	-	Fokolang positive 0.0174	Fokolang mpe -0.0201	Fokolang mpe -0.0483	Fokolang mpe -0.0532	Fokolang positive 0.0245	Fokolang positive 0.0852	Fokolang mpe -0.0008
Answer 256	-	Fokolang positive 0.0285	Fokolang positive 0.0389	Fokolang mpe -0.0240	Fokolang mpe -0.0226	Fokolang mpe -0.0188	Fokolang positive 0.0407	Fokolang mpe -0.0150
Answer 257	-	Fokolang positive 0.0619	Fokolang positive 0.0504	Fokolang mpe -0.0092	Fokolang positive 0.0311	Fokolang positive 0.0071	Fokolang mpe -0.0219	Fokolang mpe -0.0808
Answer 258	-	Fokolang mpe -0.0120	Fokolang positive 0.0536	Fokolang positive 0.0352	Fokolang positive 0.0433	Fokolang mpe -0.0654	Fokolang positive 0.0048	Fokolang mpe -0.0401
Answer 259	-	Fokolang positive 0.0506	Fokolang positive 0.1039	Fokolang positive 0.0329	Fokolang mpe -0.0601	Fokolang positive 0.0141	Fokolang mpe -0.0309	Fokolang mpe -0.0551
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 260	-	Fokolang positive 0.0673	Fokolang positive 0.0910	Fokolang positive 0.0275	Fokolang mpe -0.0800	Fokolang positive 0.0286	Fokolang mpe -0.0114	Fokolang mpe -0.0622
Answer 261	-	Fokolang mpe -0.0149	Fokolang positive 0.0536	Fokolang mpe -0.0304	Fokolang positive 0.0030	Fokolang mpe -0.0071	Fokolang positive 0.0423	Fokolang mpe -0.0292
Answer 262	-	Fokolang positive 0.0569	Fokolang positive 0.0044	Fokolang mpe -0.0172	Fokolang positive 0.0193	Fokolang positive 0.0561	Fokolang mpe -0.0184	Fokolang mpe -0.0786
Answer 263	-	Fokolang mpe -0.0080	Fokolang mpe -0.0128	Fokolang mpe -0.0253	Fokolang mpe -0.0019	Fokolang mpe -0.0210	Fokolang positive 0.0144	Fokolang positive 0.0441
Answer 264	-	Fokolang positive 0.0075	Fokolang mpe -0.0046	Fokolang positive 0.0049	Fokolang mpe -0.0124	Fokolang mpe -0.0616	Fokolang positive 0.0553	Fokolang positive 0.0186
Answer 265	-	Fokolang mpe -0.0262	Fokolang mpe -0.0729	Fokolang positive 0.0073	Fokolang mpe -0.0104	Fokolang mpe -0.0150	Fokolang positive 0.0924	Fokolang positive 0.0035
Answer 266	-	Fokolang mpe -0.0606	Fokolang mpe -0.0445	Fokolang positive 0.0307	Fokolang positive 0.0606	Fokolang positive 0.0084	Fokolang mpe -0.1422	Fokolang positive 0.0889
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 267	-	Fokolang mpe -0.0488	Fokolang mpe -0.0250	Fokolang positive 0.0450	Fokolang positive 0.0975	Fokolang mpe -0.0400	Fokolang mpe -0.1395	Fokolang positive 0.0673
Answer 268	-	Fokolang mpe -0.0155	Fokolang mpe -0.0464	Fokolang mpe -0.0065	Fokolang mpe -0.0171	Fokolang mpe -0.0109	Fokolang positive 0.0695	Fokolang positive 0.0130
Answer 269	-	Fokolang positive 0.0053	Fokolang mpe -0.0094	Fokolang mpe -0.0262	Fokolang positive 0.0025	Fokolang positive 0.0218	Fokolang mpe -0.0023	Fokolang positive 0.0024
Answer 270	-	Fokolang positive 0.0026	Fokolang positive 0.0609	Fokolang mpe -0.0510	Fokolang mpe -0.0396	Fokolang positive 0.0201	Fokolang positive 0.0644	Fokolang mpe -0.0317
Answer 271	-	Fokolang positive 0.0549	Fokolang mpe -0.0005	Fokolang mpe -0.0119	Fokolang mpe -0.0486	Fokolang positive 0.0243	Fokolang positive 0.0684	Fokolang mpe -0.0550
Answer 272	-	Fokolang positive 0.0442	Fokolang positive 0.0532	Fokolang positive 0.0107	Fokolang mpe -0.0384	Fokolang mpe -0.0095	Fokolang positive 0.0528	Fokolang mpe -0.0667
Answer 273	-	Fokolang positive 0.0365	Fokolang positive 0.0718	Fokolang positive 0.0283	Fokolang mpe -0.0658	Fokolang positive 0.0502	Fokolang mpe -0.0562	Fokolang mpe -0.0268
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 274	-	Fokolang mpe -0.0037	Fokolang positive 0.0038	Fokolang positive 0.0423	Fokolang positive 0.0669	Fokolang mpe -0.0545	Fokolang mpe -0.1236	Fokolang positive 0.0528
Answer 275	-	Fokolang mpe -0.0097	Fokolang mpe -0.0318	Fokolang positive 0.0221	Fokolang positive 0.0015	Fokolang mpe -0.0284	Fokolang positive 0.0410	Fokolang positive 8.25E-5
Answer 276	-	Fokolang mpe -0.0046	Fokolang mpe -0.0365	Fokolang mpe -0.0069	Fokolang positive 0.0172	Fokolang mpe -0.0030	Fokolang positive 0.0134	Fokolang positive 0.0033
Answer 277	-	Fokolang mpe -0.0200	Fokolang mpe -0.0068	Fokolang mpe -0.0648	Fokolang mpe -0.0408	Fokolang positive 0.0623	Fokolang positive 0.0439	Fokolang positive 0.0169
Answer 278	-	Fokolang positive 0.0148	Fokolang positive 0.0201	Fokolang mpe -0.0141	Fokolang mpe -0.0149	Fokolang positive 0.0279	Fokolang positive 0.0590	Fokolang mpe -0.0715
Answer 279	-	Fokolang positive 0.0344	Fokolang positive 0.0353	Fokolang positive 0.0075	Fokolang mpe -0.0468	Fokolang mpe -0.0146	Fokolang positive 0.0266	Fokolang mpe -0.0118
Answer 280	-	Fokolang positive 0.0184	Fokolang positive 0.0754	Fokolang positive 0.0085	Fokolang mpe -0.0242	Fokolang positive 0.0467	Fokolang mpe -0.0393	Fokolang mpe -0.0528
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 281	-	Fokolang positive 0.0502	Fokolang positive 0.0830	Fokolang positive 0.0563	Fokolang mpe -0.0470	Fokolang positive 0.0023	Fokolang mpe -0.0309	Fokolang mpe -0.0634
Answer 282	-	Fokolang positive 0.0951	Fokolang positive 0.0349	Fokolang mpe -0.0215	Fokolang mpe -0.0305	Fokolang mpe -0.0010	Fokolang positive 0.0155	Fokolang mpe -0.0445
Answer 283	-	Fokolang positive 0.0069	Fokolang positive 0.0331	Fokolang mpe -0.0058	Fokolang positive 0.0335	Fokolang positive 0.0222	Fokolang positive 0.0167	Fokolang mpe -0.0868
Answer 284	-	Fokolang mpe -0.0003	Fokolang positive 0.0060	Fokolang mpe -0.0350	Fokolang mpe -0.0182	Fokolang positive 0.0017	Fokolang positive 0.0659	Fokolang mpe -0.0140
Answer 285	-	Fokolang mpe -0.0265	Fokolang mpe -0.0429	Fokolang positive 0.0252	Fokolang positive 0.0276	Fokolang mpe -0.0569	Fokolang positive 0.0114	Fokolang positive 0.0370
Answer 286	-	Fokolang mpe -0.0745	Fokolang mpe -0.0265	Fokolang mpe -0.0519	Fokolang positive 0.0208	Fokolang positive 0.0204	Fokolang positive 0.0399	Fokolang positive 0.0374
Answer 287	-	Fokolang mpe -0.0388	Fokolang mpe -0.0697	Fokolang positive 0.0451	Fokolang positive 0.0124	Fokolang positive 0.0023	Fokolang mpe -0.1146	Fokolang positive 0.1110
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 288	-	Fokolang mpe -0.0426	Fokolang positive 0.0164	Fokolang positive 0.0501	Fokolang positive 0.0525	Fokolang mpe -0.0435	Fokolang mpe -0.1157	Fokolang positive 0.0598
Answer 289	-	Fokolang positive 0.0045	Fokolang mpe -0.0829	Fokolang mpe -0.0235	Fokolang mpe -0.0144	Fokolang positive 0.0198	Fokolang positive 0.0649	Fokolang positive 0.0088
Answer 290	-	Fokolang mpe -0.0344	Fokolang mpe -0.0036	Fokolang mpe -0.0172	Fokolang mpe -0.0112	Fokolang positive 0.0273	Fokolang positive 0.0536	Fokolang mpe -0.0218
Answer 291	-	Fokolang positive 0.0880	Fokolang positive 0.0357	Fokolang mpe -0.0317	Fokolang mpe -0.0370	Fokolang mpe -0.0219	Fokolang positive 0.0368	Fokolang mpe -0.0203
Answer 292	-	Fokolang positive 0.0239	Fokolang positive 0.0295	Fokolang mpe -0.0187	Fokolang mpe -0.0039	Fokolang positive 0.0412	Fokolang positive 0.0116	Fokolang mpe -0.0626
Answer 293	-	Fokolang positive 0.0180	Fokolang positive 0.0443	Fokolang positive 0.0152	Fokolang positive 0.0023	Fokolang positive 0.0083	Fokolang mpe -0.0161	Fokolang mpe -0.0507
Answer 294	-	Fokolang positive 0.0223	Fokolang positive 0.1323	Fokolang positive 0.0107	Fokolang mpe -0.0707	Fokolang positive 0.0004	Fokolang mpe -0.0031	Fokolang mpe -0.0299

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Ts'ebetso ena e tla fumaneha likhethong tsa hau tsa VUCA

Exploring correlations between the two systems, MBTI^® and Spiral Dynamics, could provide additional insights into motivational development and personality.

Some opportunities this could open up include:

Gaining a more multifaceted view of personality by seeing how motivational values at different Spiral levels interact with MBTI^® preferences. For example, Thinking types may express differently at Blue conformity-focused stages versus Orange achievement-focused stages.
Understanding nuanced developmental pathways for different personalities. For instance, mapping what transitional stages INTJs may pass through as they evolve in consciousness compared to ESFPs.
Diagnosing developmental conflicts and tensions within the same MBTI^® type driven by differing value systems. An ESTJ at the Red power-driven stage may experience internal tensions with one at the Orange efficiency-focused stage.
Appreciating how different MBTI^® functions or skill sets come to the fore at different Spiral levels. For example, Intuition was expressed more strongly in late Orange, and Feeling came online in early Green.
Tailoring coaching and development interventions by incorporating personality and motivational level insights. An INFP may need a different approach at Blue versus Green.

However, deriving such integrative insights requires avoiding simplistic stereotyping, acknowledging limitations in current Spiral Dynamics validation, and recognizing that personality and values are multi-faceted within individuals. If these complexities are accounted for, exploring potential connections between the frameworks could yield a more textured perspective on the interplay between personality type, values, and consciousness development over the lifespan. However, this endeavor requires extensive additional research and cautious interpretation.

BPS critiques MBTI^®'s dichotomous typing

Context: The BPS recognizes the MBTI^® as a personality assessment tool, but it critiques its dichotomous typing—i.e., the MBTI^®’s structure of categorizing people into one of 16 personality types based on four binary preferences (Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, Judging/Perceiving). This critique stems from methodological and theoretical concerns.

Details:

Dichotomous Nature: The MBTI^® assigns individuals to one of two poles on each of its four dimensions (e.g., E or I, S or N), resulting in 16 discrete types (e.g., ISTJ, ENFP). This binary approach contrasts with continuous trait models like the Big Five, where traits (e.g., Neuroticism, Openness) are measured on a spectrum.
BPS Critique:
- Psychometric Concerns: The BPS, via its Psychological Testing Centre, notes that the dichotomous typing can oversimplify human personality, ignoring the gradations within individuals. For example, someone might score close to the midpoint between E and I but still be labeled as one or the other, potentially misrepresenting their true tendencies.
- Reliability Issues: Test-retest reliability for MBTI^® types can be inconsistent, with studies showing 40–50% of people receiving a different type upon retesting after weeks or months (Pittenger, 2005, Consulting Psychology Journal). This instability undermines the binary model’s stability, as the BPS highlights in its reviews.
- Validity Concerns: The BPS questions whether the types capture meaningful psychological constructs, especially compared to dimensional models. Correlations with the Big Five (e.g., E/I with Extraversion, T/F with Agreeableness) exist but are imperfect, suggesting the MBTI^®’s categories may not fully align with established personality science.
Practical Implications: The critique suggests the MBTI^®’s dichotomous typing risks pigeonholing individuals, reducing its utility for precise assessment or counseling. For instance, a person near the E/I threshold might not fit neatly into either category, leading to misinterpretation in workplace or clinical settings.
Sources: BPS’s Psychological Testing Centre reports (available via bps.org.uk) and Pittenger’s 2005 critique (Cautionary Comments Regarding the Myers-Briggs Type Inventory) detail this, noting the MBTI^®’s popularity doesn’t equate to scientific precision.

Summary: The BPS critiques MBTI^®’s dichotomous typing for oversimplifying personality, risking reliability and validity issues, and limiting its scientific depth compared to continuous models. This informs its cautious endorsement, emphasizing trained use to mitigate misinterpretation.

Ongoing Debates About MBTI^®'s Scientific Depth

Context: Despite BPS recognition and external validation studies since the 1940s, the MBTI^® faces ongoing debates about its scientific depth—its theoretical foundation, empirical support, and practical utility in psychology. These debates persist among researchers, practitioners, and critics.

Details:

Theoretical Foundation:
- Jungian Roots: MBTI^® stems from Carl Jung’s Psychological Types (1921), adapted by Katherine Briggs and Isabel Myers. Jung’s theory isn’t empirically validated like modern personality models—it’s based on clinical observations, not large-scale data, raising questions about its scientific basis.
- Critique: Many psychologists argue Jung’s typology lacks a falsifiable, testable framework. The MBTI^®’s translation into binary types (e.g., E/I) is seen as a stretch from Jung’s nuanced “functions” (e.g., Thinking, Feeling), lacking robust theoretical grounding (Barbuto, 1997, Psychological Reports).
Empirical Support:
- Reliability: While test-retest reliability for MBTI^® preferences shows
  r = 0.8–0.9
  over short intervals, type stability (16 combinations) drops significantly over time (e.g., 50% type change in 5 weeks, Pittenger, 1993, Journal of Career Planning). This challenges its consistency as a scientific tool.
- Validity: Correlations with the Big Five (e.g., E/I with Extraversion,
  r \approx 0.7
  ; T/F with Agreeableness,
  r \approx 0.3–0.5
  ) exist, but they’re imperfect (McCrae & Costa, 1989, Journal of Personality). Critics argue MBTI^® types don’t predict behavior or outcomes (e.g., job performance) as well as dimensional traits, questioning construct validity.
- Factor Analysis: Studies (e.g., Furnham et al., 2003, European Journal of Personality) suggest MBTI^® dimensions don’t always load cleanly onto distinct factors, hinting at overlap or redundancy compared to the Big Five’s clear structure.
Practical Utility vs. Science:
- Popularity: MBTI^®’s widespread use (e.g., in HR, counseling) doesn’t equate to scientific depth. Its appeal lies in accessibility and type descriptions, not empirical strength—critics (e.g., Pittenger, 2005) call it “pseudoscience” for overreaching its evidence.
- Critique of Dichotomy: The binary typing, as noted earlier, is a major sticking point—psychologists prefer continuous measures (e.g., NEO-PI-R) for their precision, fueling debates about MBTI^®’s scientific value.
Ongoing Debates:
- Proponents: Supporters (e.g., CPP Inc., Journal of Psychological Type) argue MBTI^®’s Jungian basis, reliability, and practical utility justify its use, citing decades of data and BPS/APA acceptance (though APA’s endorsement is limited).
- Critics: Academics (e.g., Paul, 2004, Skeptical Inquirer) question its scientific depth, noting poor predictive power, lack of longitudinal evidence, and reliance on self-report without objective measures. They contrast it with evidence-based models like the Big Five, which have extensive longitudinal and cross-cultural validation.
- BPS Stance: The BPS acknowledges MBTI^®’s utility but warns of its limitations, requiring trained administration to mitigate risks—reflecting this ongoing tension.
Recent Developments: As of 2025, debates continue in psychology forums and journals (e.g., Personality and Individual Differences). Some defend MBTI^®’s predictive validity in specific contexts (e.g., team dynamics), while others push for dimensional alternatives, questioning its depth for serious research.

Summary: The ongoing debates about MBTI^®’s scientific depth center on its theoretical (Jungian) roots, inconsistent reliability/validity, and practical popularity outstripping empirical support. Critics argue it’s more heuristic than scientific, while proponents highlight its utility, creating a polarized discourse that BPS navigates cautiously.

Conclusion

In summary, while the MBTI^® personality typology and Spiral Dynamics developmental spectrum offer distinct lenses, exploring their potential connections could yield additional insights. Observing how motivational values interact with personality preferences at different stages may provide a more multifaceted view of individual differences. However, directly coupling the two frameworks oversimplifies their nuances.

Each system has a different purpose and validation base. Individuals express multifaceted personalities and multi-layered values that resist rigid mapping between categories. Stereotyping risks must also be avoided. If these complexities are recognized, judiciously analyzing relationships between the two systems could contribute to a more textured understanding of personality and consciousness development. However, further research and careful interpretation are required to derive meaningful integrative insights from correlations.

An open and nuanced exploration of how motivational development interplays with personality types, without forcing definitive linkages, may offer complementary perspectives that enrich our comprehension of the psychology of individual differences. This endeavor promises intellectual rewards but requires diligence in acknowledging both frameworks' limitations and avoiding oversimplification. With care, synergies between them may help capture a fuller portrait of diversity in personality and values.

2025.03.04

Valerii Kosenko

Mong'a Sehlahisoa SaaS SDTEST®

Valerii o ile a tšoaneleha ho ba setsebi sa thuto ea kelello sechabeng ka 1993, 'me haesale a sebelisa tsebo ea hae tsamaisong ea merero.
Valerii o ile a fumana lengolo la Master le lengolo la thuto le mookameli oa lenaneo ka 2013. Nakong ea lenaneo la Master, o ile a tloaelana le Project Roadmap (GPM Deutsche Gesellschaft für Projektmanagement e. V.) le Spiral Dynamics.
Valerii ke sengoli sa ho hlahloba ho se kholisehe ha V.U.C.A. mohopolo o sebelisang Spiral Dynamics le lipalopalo tsa lipalo ho psychology, le likhetho tse 38 tsa machaba.

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