Home/Bilaogy/Could MBTI® be coupled with Spiral Dynamics?

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 86453 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.

Ny fahasalamana ara-tsaina

tabilao Fifandraisany

VUCA

Critical lanjan'ny ny fifandraisany coefficient

Fizarana ara-dalàna, nataon'i William Sealy Gosset (mpianatra) r = 0.0482

Fizarana tsy mahazatra, avy amin'ny Spearman r = 0.002

Asehoy ihany ny valiny > r = 0.0482

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

MS Excel ho Export

Ity fampiasa ity dia ho hita ao amin'ny biraom-pifidianana VUCA manokana

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

Tompon'ny vokatra SaaS SDTEST®

Valerii dia nahafeno fepetra ho pedagogy-psychologist sosialy tamin'ny 1993 ary nanomboka nampihatra ny fahalalany tamin'ny fitantanana tetikasa.
Valerii dia nahazo mari-pahaizana Master sy ny mari-pahaizana momba ny tetikasa ary ny programa amin'ny 2013. Nandritra ny fandaharam-pampianarana Master dia nanjary nahafantatra ny Project Roadmap (GPM Deutsche Gesellschaft für Projektmanagement e. V.) sy ny Spiral Dynamics izy.
Valerii no mpanoratra ny fikarohana ny tsy fahatokisana ny V.U.C.A. hevitra mampiasa Spiral Dynamics sy statistika matematika amin'ny psikolojia, ary fitsapan-kevitra iraisam-pirenena 38.

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